Könyvátark importálása

# ===================================================================
#                                  KÖNYVTÁRAK
# ===================================================================
# A halandósági idősorok feldolgozásához szükséges alapvető R csomagok:
#   - dplyr: adatmanipuláció (szűrés, rendezés, mutációk, csoportosítás)
#   - lubridate: dátumkezelés (év/hónap/hét kinyerése, dátum parse)
#   - tidyr: long <-> wide formátum közti átalakítás
#   - kableExtra, knitr: táblázatok igényes megjelenítésére
#   - ggplot2: adatvizualizáció
#   - scales: tengelyformázások (log-skála, számformázás)
#   - excessmort: Acosta–Irizarry többlethalálozási modell
# ===================================================================

library(dplyr) 
library(lubridate) 
library(tidyr) 
library(kableExtra)
library(knitr)
library(ggplot2)
library(scales)
library(excessmort)

Adatelemzés

Adatok beolvasása

# ===================================================================
#                           ADATOK BEOLVASÁSA
# ===================================================================
# A korábban előállított, 23 évre szóló szimulált heti halálozási adatsor
# betöltése. Minden oszlop egy-egy korcsoportot jelöl.
# A date oszlop Date típusra lesz konvertálva.
# ===================================================================
data_original <- as.data.frame(read.csv2("df_results_23_years_version2_copied.csv",
                                header = TRUE,
                                check.names = FALSE,
                                sep = ","))

data_original$date <- as.Date(data_original$date)

# ===================================================================
#                   ADATOK ÁTTEKINTÉSE TÁBLÁZATBAN
# ===================================================================
# Kellemesen formázott, görgethető kableExtra táblázatot készítünk,
# hogy áttekintsük az idősor szerkezetét.
# ===================================================================
kable(data_original,
      caption = "Adatsor áttekintés",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"), 
    full_width = FALSE, 
    position = "center" 
  ) %>%
  scroll_box(height = "400px")
Adatsor áttekintés
date 0-4 5-9 10-14 15-19 20-24 25-29 30-34 35-39 40-44 45-49 50-54 55-59 60-64 65-69 70-74 75-79 80+
2001-01-01 8 3 3 3 4 5 7 8 10 16 27 41 58 83 175 251 487
2001-01-08 9 3 3 4 5 5 7 9 11 18 30 45 65 94 197 284 554
2001-01-15 19 6 6 7 9 11 14 19 22 37 63 95 137 199 421 611 1198
2001-01-22 14 4 4 5 7 8 10 14 16 27 46 71 103 150 320 468 923
2001-01-29 21 6 7 8 10 12 16 21 25 43 73 112 163 239 512 751 1489
2001-02-05 30 9 10 11 15 17 23 30 36 61 104 160 233 340 729 1071 2122
2001-02-12 6 2 2 2 3 4 5 6 7 13 22 33 48 71 151 222 440
2001-02-19 18 5 6 7 9 10 14 18 22 37 62 96 139 203 436 640 1268
2001-02-26 23 6 7 8 11 13 17 23 27 45 77 118 172 251 539 791 1569
2001-03-05 10 3 3 4 5 6 8 10 12 21 36 55 79 116 248 364 723
2001-03-12 9 3 3 4 5 5 7 9 11 19 32 49 71 103 221 325 645
2001-03-19 15 4 5 6 7 9 12 15 18 31 52 80 116 169 363 533 1056
2001-03-26 24 7 8 9 12 14 18 24 28 48 81 124 180 262 562 824 1634
2001-04-02 16 5 5 6 8 9 12 16 19 32 54 82 120 175 374 548 1087
2001-04-09 9 3 3 4 5 5 7 9 11 19 31 48 70 102 218 320 633
2001-04-16 15 4 5 6 7 9 11 15 18 29 50 76 111 161 345 506 1002
2001-04-23 12 4 4 5 6 7 9 12 14 24 41 62 90 131 280 410 812
2001-04-30 17 5 5 6 8 10 13 17 20 33 56 86 124 181 387 567 1122
2001-05-07 20 6 7 8 10 12 15 20 24 40 67 103 148 216 461 675 1335
2001-05-14 8 2 3 3 4 5 6 8 10 16 27 41 59 86 184 270 533
2001-05-21 18 6 6 7 9 11 14 18 22 36 61 93 135 196 417 610 1206
2001-05-28 10 3 3 4 5 6 7 10 12 19 33 50 72 104 221 324 639
2001-06-04 12 4 4 5 6 7 9 12 14 24 40 61 87 127 269 394 777
2001-06-11 23 7 8 9 11 13 17 23 27 45 75 114 164 238 506 739 1458
2001-06-18 26 8 9 10 13 15 20 26 30 51 85 129 186 269 572 835 1647
2001-06-25 18 6 6 7 9 11 14 18 21 36 60 92 132 191 405 592 1168
2001-07-02 14 4 5 5 7 8 11 14 16 28 46 70 101 147 312 456 901
2001-07-09 12 4 4 5 6 7 9 12 14 24 41 62 89 130 277 406 804
2001-07-16 14 4 4 5 7 8 11 14 17 28 48 73 106 155 334 493 982
2001-07-23 12 3 4 4 6 7 9 12 14 24 40 62 90 132 284 420 838
2001-07-30 10 3 3 4 5 6 8 10 12 20 34 52 75 109 233 342 677
2001-08-06 22 7 7 8 11 13 17 22 25 42 71 107 154 223 474 692 1366
2001-08-13 16 5 5 6 8 9 12 16 19 31 52 78 112 162 343 499 984
2001-08-20 11 3 4 4 6 7 8 11 13 21 36 54 78 112 237 346 680
2001-08-27 8 2 3 3 4 5 6 8 9 15 25 38 54 78 164 239 470
2001-09-03 8 2 3 3 4 5 6 8 9 15 25 38 54 78 166 241 475
2001-09-10 25 8 9 10 13 15 19 25 29 48 80 120 171 247 522 759 1491
2001-09-17 18 6 6 7 9 11 14 18 21 35 58 87 124 179 377 549 1078
2001-09-24 9 3 3 4 4 5 7 9 10 17 28 43 61 87 184 268 525
2001-10-01 10 3 3 4 5 6 8 10 12 19 32 48 68 98 206 299 586
2001-10-08 12 4 4 5 6 7 9 12 13 22 37 55 79 113 238 346 678
2001-10-15 22 7 8 9 11 13 17 22 25 42 70 105 149 214 449 652 1276
2001-10-22 10 3 3 4 5 6 8 10 11 19 31 47 67 96 201 291 569
2001-10-29 14 4 5 6 7 8 10 14 16 26 43 64 92 131 275 399 780
2001-11-05 4 1 2 2 2 3 3 4 5 8 13 20 29 41 86 124 243
2001-11-12 12 4 4 5 6 7 9 12 14 23 39 58 82 117 246 355 695
2001-11-19 7 2 3 3 4 4 5 7 8 13 22 33 47 67 141 205 400
2001-11-26 18 6 6 7 9 10 14 18 20 33 55 83 118 168 353 511 1000
2001-12-03 21 7 7 8 11 12 16 21 24 39 65 97 138 198 415 602 1178
2001-12-10 9 3 3 4 4 5 7 9 10 17 28 41 59 84 177 257 505
2001-12-17 14 5 5 6 7 8 11 14 17 27 45 68 97 139 294 427 839
2001-12-24 15 5 5 6 8 9 12 15 17 29 48 73 104 149 315 460 905
2001-12-31 11 4 4 5 6 7 9 11 13 22 37 56 80 116 245 359 710
2002-01-07 35 10 12 13 17 20 26 35 41 68 114 173 248 361 768 1129 2243
2002-01-14 6 2 2 2 3 3 4 6 7 11 19 30 43 63 134 198 396
2002-01-21 7 2 2 2 3 4 5 7 8 13 22 35 50 74 160 238 480
2002-01-28 21 6 6 8 10 12 16 21 25 43 74 115 168 248 537 805 1627
2002-02-04 10 3 3 4 5 6 8 10 12 21 35 54 79 117 254 380 769
2002-02-11 22 6 7 8 10 12 16 22 26 44 74 115 168 248 538 806 1629
2002-02-18 16 4 5 6 8 9 12 16 20 33 57 88 128 190 411 615 1243
2002-02-25 14 4 4 5 7 8 10 14 17 28 48 74 108 160 346 518 1048
2002-03-04 14 4 4 5 7 8 11 14 17 29 49 75 110 162 351 525 1063
2002-03-11 17 5 5 6 8 10 13 17 21 35 59 91 133 197 426 639 1292
2002-03-18 12 3 4 4 6 7 9 12 14 24 41 63 92 136 295 442 894
2002-03-25 7 2 2 2 3 4 5 7 8 13 23 35 51 75 162 243 492
2002-04-01 18 5 6 7 9 10 14 18 22 37 62 96 140 206 445 667 1348
2002-04-08 15 4 5 5 7 8 11 15 17 29 50 77 112 165 356 533 1077
2002-04-15 18 5 6 7 9 10 14 18 22 37 63 96 140 207 447 668 1351
2002-04-22 10 3 3 4 5 6 8 10 12 21 35 54 79 116 251 375 758
2002-04-29 14 4 4 5 7 8 10 14 16 28 47 72 105 155 334 499 1008
2002-05-06 9 2 3 3 4 5 6 9 10 17 29 44 65 95 205 306 617
2002-05-13 10 3 3 4 5 6 8 10 12 20 35 53 77 113 244 365 736
2002-05-20 8 2 2 3 4 5 6 8 9 16 27 41 59 87 187 279 562
2002-05-27 11 3 3 4 5 6 8 11 12 21 35 54 79 115 248 370 745
2002-06-03 12 4 4 5 6 7 9 12 15 25 42 63 92 135 290 432 870
2002-06-10 24 7 8 9 12 14 18 24 28 47 80 122 176 258 555 826 1663
2002-06-17 18 5 6 7 9 10 14 18 22 36 61 93 135 198 424 631 1270
2002-06-24 13 4 4 5 7 8 10 13 16 27 45 68 99 145 310 462 930
2002-07-01 12 4 4 5 6 7 9 12 15 24 41 63 91 133 285 425 856
2002-07-08 8 2 2 3 4 4 6 8 9 15 26 39 57 83 180 268 541
2002-07-15 20 5 6 7 9 11 15 20 23 40 67 104 151 224 485 729 1480
2002-07-22 17 4 5 6 8 9 13 17 20 34 59 91 133 198 431 651 1326
2002-07-29 8 2 3 3 4 5 6 8 10 17 28 43 62 91 197 294 595
2002-08-05 10 3 3 4 5 6 8 10 12 20 34 52 75 110 237 353 710
2002-08-12 7 2 2 3 4 4 5 7 8 14 24 36 52 76 163 242 486
2002-08-19 41 12 13 16 20 23 31 41 48 80 134 202 291 426 909 1351 2711
2002-08-26 14 4 5 5 7 8 11 14 17 28 46 70 101 148 316 469 940
2002-09-02 5 2 2 2 3 3 4 5 6 10 17 26 37 54 115 171 343
2002-09-09 3 1 1 1 2 2 2 3 4 6 10 15 22 31 67 99 199
2002-09-16 7 2 2 3 4 4 6 7 8 14 24 36 51 74 159 235 471
2002-09-23 26 8 9 10 13 15 20 26 31 51 86 129 186 270 575 852 1704
2002-09-30 21 7 7 8 11 12 16 21 25 41 69 104 150 217 463 685 1369
2002-10-07 24 7 8 9 12 14 18 24 28 47 78 117 168 243 517 765 1529
2002-10-14 14 4 5 6 7 8 11 14 16 27 46 69 98 142 302 447 892
2002-10-21 21 6 7 8 10 12 16 21 24 40 67 100 143 208 441 651 1298
2002-10-28 17 5 6 7 8 10 13 17 19 32 53 80 115 166 352 520 1036
2002-11-04 10 3 3 4 5 6 8 10 12 19 32 48 69 100 212 313 624
2002-11-11 13 4 5 5 7 8 10 13 16 26 43 64 91 132 280 414 824
2002-11-18 10 3 4 4 5 6 8 10 12 20 33 50 71 103 218 321 640
2002-11-25 14 4 5 6 7 8 11 14 16 27 45 68 97 140 296 437 872
2002-12-02 7 2 2 3 4 4 6 7 8 14 23 35 50 72 153 226 451
2002-12-09 13 4 4 5 6 8 10 13 15 25 41 62 89 129 273 404 807
2002-12-16 7 2 2 3 4 4 6 7 9 14 24 36 51 75 159 236 472
2002-12-23 11 3 4 4 6 7 9 11 13 22 37 56 80 117 250 371 744
2002-12-30 13 4 4 5 6 8 10 13 15 26 43 65 94 137 294 438 881
2003-01-06 13 4 4 5 7 8 10 13 16 26 44 68 98 143 308 461 933
2003-01-13 12 3 4 4 6 7 9 12 14 24 41 63 91 134 290 436 888
2003-01-20 19 5 6 7 9 10 14 19 22 38 65 100 146 218 474 718 1471
2003-01-27 6 2 2 2 3 3 5 6 7 13 22 33 49 73 161 245 505
2003-02-03 22 6 6 8 10 12 16 22 26 45 77 119 175 262 573 874 1801
2003-02-10 17 4 5 6 8 9 13 17 21 35 60 93 137 205 449 685 1411
2003-02-17 17 4 5 6 8 9 13 17 20 35 60 93 136 203 445 678 1398
2003-02-24 21 5 6 7 10 12 16 21 25 43 73 113 167 249 544 830 1711
2003-03-03 14 4 4 5 6 8 10 14 16 28 48 74 109 163 356 542 1118
2003-03-10 6 1 2 2 3 3 4 6 7 12 20 31 45 68 148 226 466
2003-03-17 17 5 5 6 8 10 13 17 21 36 61 94 138 206 449 685 1412
2003-03-24 6 2 2 2 3 4 5 6 8 13 22 34 50 75 164 250 515
2003-03-31 9 2 3 3 4 5 7 9 11 18 31 48 70 105 229 348 718
2003-04-07 23 6 7 8 11 13 17 23 27 46 79 121 177 265 578 880 1813
2003-04-14 16 4 5 6 7 9 12 16 19 32 55 84 124 184 402 613 1261
2003-04-21 14 4 4 5 7 8 10 14 17 28 48 75 109 163 355 540 1112
2003-04-28 9 2 3 3 4 5 7 9 11 19 32 49 71 106 231 351 722
2003-05-05 15 4 4 5 7 8 11 15 18 30 51 79 116 172 375 570 1172
2003-05-12 11 3 3 4 5 6 8 11 13 22 37 57 83 123 268 407 836
2003-05-19 8 2 2 3 4 5 6 8 10 16 28 43 63 93 203 308 632
2003-05-26 11 3 3 4 5 6 8 11 13 22 38 58 85 126 274 417 855
2003-06-02 13 4 4 5 6 7 10 13 16 26 45 69 100 148 322 489 1002
2003-06-09 7 2 2 2 3 4 5 7 8 13 23 35 50 75 162 245 503
2003-06-16 5 1 2 2 3 3 4 5 6 11 18 28 40 59 129 196 401
2003-06-23 13 4 4 5 6 7 10 13 15 26 44 67 98 145 314 476 975
2003-06-30 22 6 7 8 10 12 16 22 26 44 74 113 165 244 530 804 1648
2003-07-07 22 6 7 8 10 12 17 22 26 45 76 116 169 251 545 829 1702
2003-07-14 8 2 2 3 4 4 6 8 9 16 27 42 61 91 199 305 630
2003-07-21 9 2 2 3 4 5 6 9 10 18 30 47 70 105 230 355 738
2003-07-28 5 1 1 2 2 3 3 5 5 9 16 24 36 53 115 176 362
2003-08-04 12 3 4 5 6 7 9 12 15 25 42 63 92 137 296 449 921
2003-08-11 24 7 8 9 12 14 18 24 28 48 80 123 178 263 568 859 1758
2003-08-18 10 3 3 4 5 6 8 10 12 21 35 53 77 114 246 372 760
2003-08-25 14 4 5 5 7 8 11 14 17 29 48 73 106 156 336 508 1037
2003-09-01 7 2 2 3 3 4 5 7 8 13 23 34 50 73 157 238 486
2003-09-08 8 2 3 3 4 5 6 8 9 16 27 41 58 86 186 280 572
2003-09-15 9 3 3 4 5 5 7 9 11 19 31 47 68 100 216 326 664
2003-09-22 4 1 1 1 2 2 3 4 5 8 13 19 28 41 88 133 271
2003-09-29 8 2 2 3 4 4 6 8 9 15 25 38 54 80 171 258 526
2003-10-06 5 1 2 2 2 3 4 5 6 9 16 24 34 50 108 162 331
2003-10-13 5 1 2 2 2 3 4 5 6 9 16 24 34 50 106 160 325
2003-10-20 24 7 8 9 12 14 18 24 28 47 78 118 170 249 534 803 1631
2003-10-27 4 1 1 2 2 2 3 4 5 8 13 20 29 42 91 136 276
2003-11-03 12 4 4 5 6 7 9 12 14 24 39 59 85 125 267 401 814
2003-11-10 8 2 3 3 4 5 6 8 10 16 27 40 58 84 180 271 549
2003-11-17 8 3 3 3 4 5 6 8 10 16 27 41 59 87 185 278 564
2003-11-24 8 2 2 3 4 4 6 8 9 15 25 37 53 78 166 249 506
2003-12-01 8 2 2 3 4 4 6 8 9 15 25 37 53 78 167 251 510
2003-12-08 17 5 5 6 8 10 13 17 20 33 55 82 118 173 371 559 1135
2003-12-15 20 6 7 8 10 12 16 20 24 40 67 101 146 214 459 692 1410
2003-12-22 23 7 7 9 11 13 17 23 27 45 76 115 165 244 524 792 1617
2003-12-29 17 5 5 6 8 10 13 17 20 34 57 87 125 185 398 604 1237
2004-01-05 9 3 3 3 4 5 7 9 11 18 31 47 68 101 219 333 685
2004-01-12 19 5 6 7 9 11 15 19 23 39 67 102 149 223 485 742 1536
2004-01-19 25 6 7 9 11 14 18 25 30 50 86 133 195 293 643 991 2064
2004-01-26 9 2 3 3 4 5 7 9 11 19 34 52 77 117 258 400 839
2004-02-02 29 7 8 10 13 16 21 29 35 59 102 159 235 355 785 1219 2555
2004-02-09 8 2 2 3 3 4 6 8 9 16 27 42 61 93 205 319 668
2004-02-16 30 7 8 10 14 17 22 30 37 63 108 168 248 375 828 1286 2697
2004-02-23 9 2 3 3 4 5 7 9 11 19 32 50 73 111 244 379 795
2004-03-01 19 5 5 6 9 10 14 19 23 39 67 104 154 232 512 795 1667
2004-03-08 12 3 3 4 5 6 8 12 14 24 41 63 93 141 311 484 1014
2004-03-15 15 4 4 5 7 8 11 15 18 30 52 81 119 179 396 614 1288
2004-03-22 16 4 4 5 7 9 12 16 19 32 56 86 127 192 423 657 1377
2004-03-29 18 4 5 6 8 10 13 18 21 37 63 97 143 216 477 740 1550
2004-04-05 15 4 4 5 7 8 11 15 18 31 54 83 122 185 407 631 1321
2004-04-12 15 4 4 5 7 8 11 15 18 31 52 81 119 180 395 613 1284
2004-04-19 10 2 3 3 4 5 7 10 12 20 34 53 78 118 260 403 843
2004-04-26 17 4 5 6 8 9 13 17 21 35 60 93 137 206 454 703 1471
2004-05-03 9 2 3 3 4 5 7 9 11 19 33 51 75 113 249 385 805
2004-05-10 5 1 2 2 3 3 4 5 7 11 19 29 43 65 142 220 460
2004-05-17 14 4 4 5 7 8 11 14 17 29 50 76 112 168 369 571 1192
2004-05-24 12 3 4 4 6 7 9 12 15 25 42 65 95 143 314 486 1014
2004-05-31 13 3 4 5 6 7 10 13 16 27 46 71 104 156 342 528 1102
2004-06-07 11 3 3 4 5 6 8 11 13 23 39 59 87 130 286 441 919
2004-06-14 13 3 4 5 6 7 10 13 16 27 46 70 103 154 336 519 1082
2004-06-21 18 5 5 6 8 10 13 18 21 36 61 94 137 205 448 691 1439
2004-06-28 10 3 3 3 4 5 7 10 12 20 33 51 74 111 244 376 783
2004-07-05 16 4 5 6 8 9 12 16 20 34 57 88 128 192 421 651 1358
2004-07-12 8 2 2 3 4 5 6 8 10 17 29 45 66 99 218 338 708
2004-07-19 11 2 3 4 5 6 8 11 13 22 38 60 89 135 301 471 997
2004-07-26 16 4 5 6 7 9 12 16 19 33 57 88 129 195 429 667 1400
2004-08-02 10 3 3 4 5 6 8 10 13 21 36 55 81 121 265 410 856
2004-08-09 27 7 8 10 13 15 20 27 32 55 93 142 206 309 673 1038 2160
2004-08-16 16 4 5 6 8 9 12 16 19 32 55 83 121 181 394 607 1262
2004-08-23 13 3 4 5 6 7 10 13 15 26 43 66 96 143 312 480 997
2004-08-30 11 3 3 4 5 6 8 11 13 22 37 56 81 121 264 405 841
2004-09-06 23 6 7 8 11 13 17 23 27 46 78 118 172 256 557 855 1775
2004-09-13 4 1 1 2 2 3 3 4 5 9 15 23 33 50 108 166 343
2004-09-20 9 2 3 3 4 5 7 9 11 18 30 45 66 98 213 326 676
2004-09-27 7 2 2 2 3 4 5 7 8 13 22 33 48 71 154 237 490
2004-10-04 20 6 6 7 10 11 15 20 24 40 67 101 147 218 472 723 1496
2004-10-11 13 4 4 5 6 7 10 13 16 26 44 66 96 142 308 471 973
2004-10-18 14 4 4 5 7 8 10 14 16 27 45 68 98 146 315 482 996
2004-10-25 12 3 4 4 6 7 9 12 14 23 39 59 85 126 272 416 858
2004-11-01 12 3 4 4 6 7 9 12 14 23 39 58 84 124 269 410 846
2004-11-08 13 4 4 5 6 7 10 13 15 26 43 65 94 139 299 457 942
2004-11-15 11 3 4 4 6 7 9 11 13 22 38 57 82 121 261 399 822
2004-11-22 10 3 3 4 5 6 7 10 12 19 33 49 71 105 226 346 713
2004-11-29 9 3 3 4 5 5 7 9 11 19 31 47 68 101 218 334 688
2004-12-06 13 4 4 5 6 7 10 13 16 26 44 66 95 141 305 466 964
2004-12-13 17 5 5 7 8 10 13 17 21 35 58 88 127 189 409 627 1298
2004-12-20 10 3 3 4 5 6 7 10 12 20 33 51 73 109 236 363 753
2004-12-27 12 3 4 4 6 7 9 12 14 23 39 60 87 130 283 437 909
2005-01-03 5 1 1 2 2 3 4 5 6 10 16 25 36 54 119 183 383
2005-01-10 5 1 2 2 2 3 4 5 6 11 19 29 42 63 138 215 452
2005-01-17 5 1 1 2 2 3 3 5 6 9 16 25 37 56 123 193 408
2005-01-24 10 2 3 3 4 5 7 10 12 21 35 55 82 125 279 439 935
2005-01-31 8 2 2 3 3 4 6 8 9 16 28 44 65 99 220 348 742
2005-02-07 8 2 2 3 3 4 6 8 9 16 28 44 65 99 221 348 743
2005-02-14 6 1 2 2 3 3 4 6 7 12 21 33 49 74 165 261 556
2005-02-21 26 6 7 9 11 14 19 26 32 54 94 146 217 331 738 1165 2484
2005-02-28 9 2 2 3 4 5 6 9 11 18 32 49 73 111 248 391 834
2005-03-07 30 7 8 10 13 16 22 30 36 63 108 168 249 381 848 1339 2854
2005-03-14 7 2 2 2 3 4 5 7 9 15 26 40 60 91 202 319 681
2005-03-21 36 9 10 12 16 20 27 36 44 76 131 204 302 462 1027 1621 3454
2005-03-28 22 5 6 8 10 12 16 22 27 47 80 125 185 283 629 992 2114
2005-04-04 10 2 3 3 5 5 7 10 12 21 36 57 84 128 284 448 955
2005-04-11 10 2 3 3 4 5 7 10 12 21 36 55 82 125 277 436 929
2005-04-18 9 2 3 3 4 5 7 9 11 19 33 51 76 116 258 406 864
2005-04-25 18 4 5 6 8 10 13 18 22 38 65 100 148 226 501 790 1680
2005-05-02 32 8 9 11 14 17 23 32 38 66 112 174 257 391 867 1365 2903
2005-05-09 27 7 8 9 12 15 20 27 33 57 97 151 222 338 748 1177 2501
2005-05-16 19 5 5 7 9 10 14 19 23 39 67 104 153 232 515 809 1718
2005-05-23 3 1 1 1 1 2 2 3 4 7 12 18 27 40 89 140 297
2005-05-30 17 4 5 6 8 9 13 17 21 35 60 93 137 208 459 721 1530
2005-06-06 9 2 2 3 4 5 6 9 10 18 30 47 69 105 231 363 769
2005-06-13 11 3 3 4 5 6 8 11 13 22 37 57 84 128 282 443 939
2005-06-20 7 2 2 2 3 4 5 7 8 14 24 36 53 81 179 281 594
2005-06-27 17 4 5 6 8 9 13 17 20 35 59 91 134 202 447 701 1485
2005-07-04 9 2 3 3 4 5 7 9 11 19 32 50 73 111 245 384 814
2005-07-11 8 2 2 3 4 5 6 8 10 17 29 46 67 102 227 358 761
2005-07-18 12 3 3 4 5 6 9 12 14 25 43 67 100 153 343 546 1172
2005-07-25 19 4 5 6 8 10 14 19 22 39 66 103 153 233 519 822 1756
2005-08-01 6 1 2 2 3 3 4 6 7 12 20 31 46 69 153 241 511
2005-08-08 26 6 7 9 12 14 19 26 31 52 89 137 200 302 666 1044 2207
2005-08-15 14 4 4 5 7 8 11 14 17 29 49 76 111 167 367 575 1214
2005-08-22 10 2 3 3 4 5 7 10 11 19 33 50 73 111 243 380 802
2005-08-29 16 4 5 6 8 9 12 16 20 33 56 86 125 189 415 648 1367
2005-09-05 13 3 4 5 6 7 10 13 16 27 46 70 103 155 339 530 1117
2005-09-12 10 3 3 4 5 6 8 10 13 21 36 55 80 120 264 411 867
2005-09-19 8 2 2 3 4 5 6 8 10 16 28 42 61 92 203 316 666
2005-09-26 4 1 1 1 2 2 3 4 5 8 14 22 31 47 103 161 339
2005-10-03 45 12 13 16 21 25 33 45 53 90 151 230 335 503 1100 1713 3602
2005-10-10 11 3 3 4 5 6 8 11 13 22 37 56 82 123 268 418 877
2005-10-17 15 4 4 5 7 8 11 15 18 30 50 77 111 167 364 566 1188
2005-10-24 8 2 2 3 4 4 6 8 9 16 26 40 58 87 189 294 616
2005-10-31 16 4 5 6 8 9 12 16 19 33 55 83 120 180 393 610 1278
2005-11-07 22 6 7 8 10 12 17 22 26 44 74 113 163 244 531 825 1727
2005-11-14 11 3 3 4 5 6 8 11 13 21 35 54 78 116 253 393 823
2005-11-21 10 3 3 4 5 6 8 10 12 21 35 53 77 114 249 387 811
2005-11-28 7 2 2 3 3 4 5 7 8 14 23 35 51 77 167 260 544
2005-12-05 14 4 4 5 7 8 11 14 17 29 48 73 106 158 345 536 1125
2005-12-12 20 5 6 7 9 11 15 20 24 40 67 102 148 222 485 755 1587
2005-12-19 10 3 3 4 5 6 8 10 12 21 35 53 77 116 254 396 833
2005-12-26 15 4 4 5 7 8 11 15 17 30 50 76 111 168 368 576 1216
2006-01-02 8 2 2 3 4 5 6 8 10 17 29 44 65 98 216 339 718
2006-01-09 11 3 3 4 5 6 8 11 13 22 38 58 85 130 288 454 968
2006-01-16 7 2 2 2 3 4 5 7 8 14 24 37 55 84 186 296 634
2006-01-23 9 2 2 3 4 5 6 9 10 18 31 49 73 112 252 403 871
2006-01-30 18 4 4 6 8 9 13 18 22 38 65 102 152 235 530 850 1840
2006-02-06 8 2 2 2 3 4 6 8 9 16 28 44 66 102 228 366 793
2006-02-13 10 2 3 3 4 5 7 10 12 21 36 56 84 130 292 469 1016
2006-02-20 14 3 4 4 6 7 10 14 17 29 51 80 119 184 413 662 1434
2006-02-27 6 1 2 2 3 3 4 6 7 13 22 35 52 80 180 288 624
2006-03-06 11 2 3 3 5 6 8 11 13 23 39 61 91 140 315 505 1092
2006-03-13 26 6 7 9 11 14 19 26 32 56 97 151 225 347 779 1250 2705
2006-03-20 15 3 4 5 6 8 11 15 18 32 54 85 127 195 438 703 1521
2006-03-27 20 4 5 6 9 10 14 20 24 42 72 112 167 258 578 927 2006
2006-04-03 12 3 3 4 5 6 8 12 14 25 42 66 98 152 340 545 1178
2006-04-10 12 3 3 4 5 6 9 12 14 25 43 66 99 152 340 545 1179
2006-04-17 18 4 5 6 8 9 13 18 22 37 65 101 149 230 515 825 1783
2006-04-24 15 3 4 5 6 8 11 15 18 31 53 82 122 187 419 671 1448
2006-05-01 9 2 2 3 4 5 6 9 11 19 32 50 74 113 253 405 874
2006-05-08 10 2 3 3 4 5 7 10 12 21 36 56 83 127 284 455 981
2006-05-15 17 4 4 6 7 9 12 17 20 35 60 92 137 210 470 751 1618
2006-05-22 20 5 5 7 9 11 15 20 24 42 71 110 163 251 560 894 1927
2006-05-29 10 2 3 3 4 5 7 10 12 20 34 53 78 120 267 427 919
2006-06-05 13 3 4 4 6 7 10 13 16 27 46 72 106 162 361 576 1240
2006-06-12 14 3 4 5 6 8 10 14 17 29 50 77 113 173 386 615 1323
2006-06-19 7 2 2 3 3 4 5 7 9 15 26 41 60 92 204 326 700
2006-06-26 13 3 3 4 6 7 9 13 15 26 45 69 102 156 348 554 1192
2006-07-03 18 4 5 6 8 10 13 18 22 37 64 98 145 222 496 791 1702
2006-07-10 10 2 3 3 4 5 7 10 12 20 35 54 80 124 277 443 956
2006-07-17 19 4 5 6 8 10 14 19 23 41 70 110 164 254 572 922 2007
2006-07-24 12 3 3 4 5 6 8 12 14 25 42 66 98 152 342 551 1196
2006-07-31 12 3 3 4 5 6 9 12 14 25 43 66 98 150 334 533 1150
2006-08-07 21 5 6 7 9 11 15 21 25 43 73 112 165 252 560 891 1914
2006-08-14 19 5 5 7 9 10 14 19 23 39 67 103 151 230 511 811 1740
2006-08-21 8 2 2 3 4 4 6 8 9 16 27 42 62 94 209 332 712
2006-08-28 8 2 2 3 3 4 6 8 9 16 26 41 59 91 201 319 682
2006-09-04 31 7 9 11 14 17 23 31 37 63 107 164 241 367 813 1289 2759
2006-09-11 8 2 2 3 4 4 6 8 10 16 28 42 62 95 210 332 711
2006-09-18 13 3 4 5 6 7 10 13 16 26 45 69 101 153 338 536 1145
2006-09-25 7 2 2 2 3 4 5 7 8 14 24 37 54 82 180 285 609
2006-10-02 3 1 1 1 1 2 2 3 3 6 9 14 21 32 71 112 238
2006-10-09 20 5 6 7 9 11 15 20 24 40 68 103 151 229 505 797 1700
2006-10-16 8 2 2 3 4 4 6 8 10 16 28 42 62 94 206 326 694
2006-10-23 5 1 2 2 2 3 4 5 6 11 18 28 41 62 136 214 456
2006-10-30 12 3 3 4 5 6 9 12 14 24 40 61 88 133 293 462 984
2006-11-06 10 3 3 4 5 6 7 10 12 20 34 52 76 115 252 397 844
2006-11-13 10 2 3 3 4 5 7 10 12 19 33 50 72 110 241 379 806
2006-11-20 9 2 3 3 4 5 7 9 10 18 30 45 66 100 219 345 734
2006-11-27 14 4 4 5 7 8 11 14 17 28 48 73 106 161 353 557 1184
2006-12-04 13 3 4 4 6 7 9 13 15 26 43 66 96 145 319 503 1071
2006-12-11 19 5 5 7 9 10 14 19 23 39 65 99 145 219 483 764 1628
2006-12-18 10 3 3 4 5 6 8 10 12 21 36 54 79 120 265 420 898
2006-12-25 13 3 4 4 6 7 9 13 15 26 44 67 98 149 330 523 1121
2007-01-01 16 4 4 5 7 8 12 16 19 32 55 84 124 189 420 670 1441
2007-01-08 6 1 2 2 3 3 5 6 8 13 23 35 52 79 177 284 613
2007-01-15 9 2 2 3 4 5 7 9 11 19 33 52 77 119 267 430 936
2007-01-22 20 4 5 6 8 10 14 20 24 42 73 114 171 266 600 975 2133
2007-01-29 10 2 2 3 4 5 7 10 12 22 38 59 89 139 316 515 1131
2007-02-05 18 4 4 6 8 9 13 18 23 39 69 108 162 252 572 932 2047
2007-02-12 21 4 5 6 9 11 15 21 25 44 77 121 182 284 643 1047 2301
2007-02-19 19 4 5 6 8 10 14 19 24 41 72 113 169 264 599 976 2143
2007-02-26 11 2 3 4 5 6 8 11 14 24 42 65 98 153 346 564 1238
2007-03-05 13 3 3 4 5 7 9 13 16 28 48 75 112 175 398 648 1422
2007-03-12 22 5 5 7 9 11 16 22 27 47 81 127 191 297 673 1097 2408
2007-03-19 13 3 3 4 6 7 9 13 16 28 48 76 114 177 401 653 1433
2007-03-26 14 3 4 5 6 7 10 14 18 31 53 83 125 194 440 715 1570
2007-04-02 10 2 2 3 4 5 7 10 12 21 37 58 86 134 304 494 1084
2007-04-09 10 2 3 3 4 5 7 10 12 21 37 58 87 135 305 496 1089
2007-04-16 16 3 4 5 7 8 12 16 19 34 58 91 136 212 479 779 1708
2007-04-23 6 1 2 2 3 3 4 6 7 13 22 35 52 81 183 298 652
2007-04-30 40 9 10 13 17 21 29 40 49 86 148 230 343 534 1205 1956 4285
2007-05-07 6 1 2 2 3 3 5 6 8 14 24 37 55 85 193 313 684
2007-05-14 15 3 4 5 6 8 11 15 18 31 54 83 124 193 434 704 1541
2007-05-21 10 2 3 3 4 5 8 10 13 22 38 59 87 135 304 493 1077
2007-05-28 10 2 3 3 4 5 7 10 12 22 37 58 85 132 298 483 1055
2007-06-04 29 6 7 9 12 15 21 29 35 60 103 161 239 370 831 1345 2937
2007-06-11 10 2 3 3 4 5 7 10 12 21 36 56 83 128 287 465 1014
2007-06-18 11 2 3 4 5 6 8 11 13 23 39 61 90 139 313 506 1103
2007-06-25 9 2 2 3 4 5 6 9 11 18 32 49 73 113 253 410 893
2007-07-02 17 4 4 6 7 9 12 17 21 36 61 95 141 219 492 796 1737
2007-07-09 6 1 2 2 3 3 4 6 7 12 21 33 50 77 173 281 616
2007-07-16 31 6 8 10 13 16 23 31 39 67 117 183 274 429 973 1591 3505
2007-07-23 36 7 9 11 15 19 26 36 44 77 134 211 316 494 1123 1837 4053
2007-07-30 20 4 5 6 9 11 15 20 24 42 72 113 167 260 585 949 2077
2007-08-06 8 2 2 3 4 4 6 8 10 17 30 46 68 105 236 382 832
2007-08-13 5 1 1 2 2 3 4 5 7 11 19 30 44 68 153 247 538
2007-08-20 12 3 3 4 5 6 8 12 14 24 41 63 93 144 322 519 1128
2007-08-27 6 1 2 2 3 3 4 6 7 12 20 31 46 71 159 255 555
2007-09-03 3 1 1 1 1 2 2 3 4 7 12 18 27 41 92 148 322
2007-09-10 15 3 4 5 7 8 11 15 18 30 52 80 117 180 403 648 1405
2007-09-17 5 1 1 2 2 3 4 5 7 11 19 30 44 67 149 240 520
2007-09-24 10 2 3 3 4 5 7 10 12 20 35 53 78 120 268 431 934
2007-10-01 10 2 3 3 4 5 7 10 12 20 35 53 78 120 268 430 930
2007-10-08 14 3 4 5 6 7 10 14 16 28 48 73 107 164 366 586 1268
2007-10-15 10 2 3 4 5 6 8 10 12 21 36 55 80 123 274 439 948
2007-10-22 19 4 5 6 8 10 14 19 22 38 65 99 145 222 492 789 1703
2007-10-29 8 2 2 3 4 5 6 8 10 17 29 45 65 100 221 353 763
2007-11-05 20 5 6 7 9 11 15 20 24 41 69 106 154 236 523 837 1804
2007-11-12 6 2 2 2 3 4 5 6 8 13 22 34 50 76 169 270 583
2007-11-19 10 2 3 4 5 6 8 10 12 21 35 54 78 120 265 424 915
2007-11-26 26 6 7 9 12 14 19 26 31 53 90 138 201 307 681 1089 2348
2007-12-03 19 5 5 7 9 10 14 19 23 39 66 101 148 226 501 803 1733
2007-12-10 9 2 3 3 4 5 7 9 11 19 33 50 73 112 248 397 859
2007-12-17 15 3 4 5 7 8 11 15 18 31 52 80 118 181 402 646 1399
2007-12-24 6 1 2 2 3 3 4 6 7 12 21 33 48 74 164 264 574
2007-12-31 20 5 5 7 9 11 15 20 25 42 72 111 163 252 564 911 1986
2008-01-07 20 4 5 7 9 11 15 20 24 42 72 111 165 256 575 933 2042
2008-01-14 21 4 5 7 9 11 15 21 26 45 77 119 178 277 627 1024 2255
2008-01-21 13 3 3 4 5 7 9 13 16 28 48 76 113 178 406 668 1480
2008-01-28 8 1 2 2 3 4 5 8 9 17 29 46 69 109 249 412 917
2008-02-04 17 3 4 5 7 9 12 17 21 37 65 103 155 244 559 924 2058
2008-02-11 6 1 1 2 2 3 4 6 7 12 21 34 51 80 183 302 672
2008-02-18 7 1 2 2 3 4 5 7 9 15 26 41 62 98 223 369 821
2008-02-25 21 4 5 6 9 11 15 21 26 46 79 125 188 296 677 1119 2491
2008-03-03 13 3 3 4 5 7 9 13 16 28 49 76 115 181 414 684 1523
2008-03-10 33 7 8 10 14 17 24 33 41 72 125 197 296 467 1067 1762 3922
2008-03-17 15 3 4 5 6 8 11 15 19 33 57 89 134 212 484 799 1779
2008-03-24 15 3 4 5 6 8 11 15 19 33 58 90 136 214 489 808 1797
2008-03-31 12 2 3 4 5 6 8 12 14 25 44 68 103 162 369 609 1356
2008-04-07 10 2 2 3 4 5 7 10 12 21 36 57 86 135 307 507 1126
2008-04-14 8 2 2 3 3 4 6 8 10 18 31 48 73 114 261 430 956
2008-04-21 15 3 4 5 6 8 11 15 19 33 57 89 133 210 478 788 1750
2008-04-28 8 2 2 2 3 4 6 8 10 17 30 46 70 109 249 410 910
2008-05-05 8 2 2 2 3 4 6 8 10 17 30 46 69 109 247 407 904
2008-05-12 10 2 2 3 4 5 7 10 12 21 37 58 86 136 308 507 1125
2008-05-19 20 4 5 6 9 11 15 20 25 44 76 118 176 277 628 1033 2290
2008-05-26 10 2 2 3 4 5 7 10 12 21 37 57 85 133 303 497 1101
2008-06-02 14 3 3 4 6 7 10 14 17 29 50 78 117 183 415 682 1510
2008-06-09 21 4 5 7 9 11 15 21 25 44 75 117 175 273 620 1017 2249
2008-06-16 13 3 3 4 6 7 10 13 16 29 49 77 114 178 404 662 1465
2008-06-23 8 2 2 3 3 4 6 8 10 17 30 47 69 108 245 402 889
2008-06-30 10 2 3 3 4 5 7 10 12 22 37 58 86 134 304 499 1104
2008-07-07 11 2 3 4 5 6 8 11 14 24 41 64 96 151 342 562 1246
2008-07-14 14 3 3 4 6 7 10 14 17 30 52 81 122 192 437 723 1612
2008-07-21 9 2 2 3 4 5 7 9 11 20 35 56 85 134 309 514 1153
2008-07-28 7 1 2 2 3 4 5 7 8 15 25 39 59 93 211 347 771
2008-08-04 13 3 3 4 6 7 9 13 16 27 47 73 109 170 384 630 1393
2008-08-11 22 5 6 7 9 11 16 22 27 46 79 123 182 284 641 1050 2315
2008-08-18 10 2 3 3 5 5 8 10 13 22 38 58 86 135 304 497 1094
2008-08-25 19 4 5 6 8 10 14 19 23 39 67 104 154 239 539 881 1940
2008-09-01 7 2 2 2 3 4 5 7 9 15 25 39 57 89 201 328 722
2008-09-08 13 3 3 4 6 7 10 13 16 27 47 73 107 167 375 612 1346
2008-09-15 13 3 3 4 6 7 9 13 16 27 46 70 104 161 363 591 1300
2008-09-22 9 2 2 3 4 5 7 9 11 19 32 49 73 113 255 415 911
2008-09-29 11 2 3 4 5 6 8 11 13 22 38 59 87 135 303 493 1082
2008-10-06 12 3 3 4 5 7 9 12 15 26 44 68 100 155 348 567 1242
2008-10-13 7 2 2 2 3 4 5 7 9 15 25 39 57 88 197 321 703
2008-10-20 13 3 3 4 6 7 10 13 16 27 47 72 105 163 365 593 1298
2008-10-27 6 1 2 2 3 3 4 6 7 12 21 32 47 72 161 262 572
2008-11-03 25 6 6 8 11 13 18 25 30 51 87 133 195 301 673 1091 2384
2008-11-10 16 4 4 5 7 9 12 16 20 34 57 87 128 197 441 715 1563
2008-11-17 22 5 6 7 10 12 16 22 26 45 77 117 172 266 594 963 2103
2008-11-24 11 3 3 4 5 6 8 11 14 24 40 61 90 139 310 503 1098
2008-12-01 9 2 2 3 4 5 6 9 10 18 30 46 68 105 234 380 830
2008-12-08 15 3 4 5 7 8 11 15 19 32 54 83 123 190 425 690 1511
2008-12-15 4 1 1 1 2 2 3 4 5 8 14 21 31 48 107 175 383
2008-12-22 8 2 2 3 3 4 6 8 9 16 27 42 62 97 218 355 781
2008-12-29 10 2 3 3 5 6 8 10 13 22 38 58 86 134 303 496 1094
2009-01-05 8 2 2 3 4 4 6 8 10 18 31 48 71 111 252 414 916
2009-01-12 17 3 4 5 7 9 12 17 21 37 64 99 148 233 530 877 1952
2009-01-19 22 4 5 7 9 11 16 22 28 49 85 133 200 317 725 1207 2705
2009-01-26 29 5 6 8 12 15 21 29 36 64 113 178 270 431 993 1665 3757
2009-02-02 28 5 6 8 11 14 20 28 35 62 108 170 258 411 948 1588 3584
2009-02-09 11 2 3 3 5 6 8 11 14 25 44 69 105 168 386 647 1461
2009-02-16 13 2 3 4 5 6 9 13 16 28 49 78 118 188 434 727 1640
2009-02-23 19 4 4 6 8 10 14 19 24 42 73 116 175 279 644 1079 2434
2009-03-02 10 2 2 3 4 5 7 10 12 21 36 58 87 139 319 535 1207
2009-03-09 8 2 2 3 3 4 6 8 11 19 32 51 77 123 284 475 1072
2009-03-16 7 1 2 2 3 4 5 7 9 15 27 42 64 102 234 392 883
2009-03-23 15 3 3 5 6 8 11 15 19 34 59 93 140 223 513 859 1936
2009-03-30 13 3 3 4 5 7 10 13 17 29 51 80 121 193 445 744 1677
2009-04-06 10 2 2 3 4 5 7 10 13 22 39 61 92 147 338 565 1272
2009-04-13 5 1 1 1 2 2 4 5 6 11 19 29 44 70 161 270 607
2009-04-20 16 3 4 5 7 8 12 16 20 35 61 96 144 229 527 881 1983
2009-04-27 14 3 3 4 6 7 10 14 18 31 54 85 128 202 465 777 1747
2009-05-04 11 2 2 3 4 5 8 11 13 23 40 64 96 152 348 580 1305
2009-05-11 15 3 4 5 6 8 11 15 19 33 58 91 137 217 497 828 1861
2009-05-18 11 2 2 3 4 5 8 11 13 23 40 62 94 149 340 568 1274
2009-05-25 12 2 3 4 5 6 8 12 15 25 44 69 103 164 375 624 1401
2009-06-01 32 6 7 10 13 16 23 32 39 68 118 185 277 438 1003 1669 3743
2009-06-08 16 3 4 5 7 8 11 16 20 34 59 93 139 220 503 837 1875
2009-06-15 9 2 2 3 4 5 6 9 11 19 33 51 76 121 276 458 1027
2009-06-22 14 3 3 4 6 7 10 14 17 30 52 82 122 193 440 731 1637
2009-06-29 15 3 4 5 6 8 11 15 19 33 57 89 134 211 482 801 1795
2009-07-06 18 3 4 5 7 9 13 18 22 38 66 104 156 246 564 939 2108
2009-07-13 11 2 3 3 5 6 8 11 14 25 43 68 102 163 374 626 1410
2009-07-20 10 2 2 3 4 5 7 10 12 22 38 61 92 148 345 583 1328
2009-07-27 12 2 3 3 5 6 8 12 14 25 44 69 103 164 376 629 1418
2009-08-03 17 3 4 5 7 9 12 17 21 37 64 99 149 235 536 892 1998
2009-08-10 13 3 3 4 6 7 10 13 16 28 49 76 113 179 407 675 1508
2009-08-17 19 4 5 6 8 10 14 19 23 41 70 109 162 255 579 960 2142
2009-08-24 7 1 2 2 3 4 5 7 9 15 26 40 60 95 215 357 795
2009-08-31 9 2 2 3 4 5 6 9 11 19 33 51 75 118 268 444 989
2009-09-07 10 2 2 3 4 5 7 10 12 21 36 56 83 130 295 488 1087
2009-09-14 14 3 3 5 6 7 10 14 17 30 52 80 119 187 424 701 1560
2009-09-21 6 1 1 2 3 3 4 6 7 13 21 33 49 77 175 290 644
2009-09-28 9 2 2 3 4 5 7 9 11 19 32 50 74 116 263 434 965
2009-10-05 10 2 3 3 4 5 7 10 13 22 37 57 85 133 300 496 1100
2009-10-12 12 2 3 4 5 6 8 12 14 24 41 64 94 147 333 549 1217
2009-10-19 9 2 2 3 4 5 6 9 11 18 32 49 72 112 253 417 924
2009-10-26 23 5 6 7 10 12 17 23 28 49 83 127 188 293 662 1089 2412
2009-11-02 16 3 4 5 7 8 11 16 19 33 56 86 127 198 447 734 1625
2009-11-09 15 3 4 5 6 8 11 15 18 31 52 80 118 184 414 680 1504
2009-11-16 21 4 5 7 9 11 15 21 26 44 75 116 170 266 598 983 2175
2009-11-23 6 1 1 2 2 3 4 6 7 12 21 32 46 72 163 268 594
2009-11-30 10 2 3 3 4 5 7 10 13 22 37 56 83 130 292 481 1064
2009-12-07 17 4 4 6 7 9 12 17 21 36 61 94 139 217 489 805 1784
2009-12-14 12 2 3 4 5 6 9 12 15 25 43 66 98 153 345 569 1264
2009-12-21 13 3 3 4 6 7 9 13 16 28 47 73 108 169 383 633 1409
2009-12-28 6 1 2 2 3 3 5 6 8 14 23 36 54 85 193 320 713
2010-01-04 9 2 2 3 4 5 7 9 11 19 33 52 78 122 279 465 1042
2010-01-11 10 2 2 3 4 5 7 10 13 22 39 61 91 144 331 554 1247
2010-01-18 13 2 3 4 5 7 9 13 16 29 50 79 119 189 437 737 1670
2010-01-25 8 1 2 2 3 4 6 8 10 18 32 51 78 125 291 494 1128
2010-02-01 17 3 4 5 6 8 12 17 21 37 65 103 156 251 585 993 2268
2010-02-08 8 1 2 2 3 4 6 8 10 17 31 48 74 118 275 468 1068
2010-02-15 19 3 4 5 7 9 13 19 23 41 72 114 174 280 651 1105 2525
2010-02-22 10 2 2 3 4 5 7 10 13 23 40 63 96 154 358 608 1390
2010-03-01 7 1 2 2 3 4 5 7 9 16 28 44 67 107 249 422 964
2010-03-08 10 2 2 3 4 5 7 10 13 22 39 62 94 151 350 595 1358
2010-03-15 7 1 1 2 3 3 5 7 9 15 26 42 63 102 237 402 917
2010-03-22 11 2 2 3 4 6 8 11 14 25 43 69 104 168 389 660 1506
2010-03-29 17 3 4 5 7 9 12 17 22 39 67 107 162 260 602 1021 2331
2010-04-05 45 8 10 13 18 22 32 45 57 100 175 276 418 672 1558 2640 6023
2010-04-12 13 2 3 4 5 6 9 13 16 28 49 78 118 190 440 745 1699
2010-04-19 20 4 4 6 8 10 14 20 25 44 77 122 185 296 686 1162 2647
2010-04-26 14 2 3 4 6 7 10 14 17 31 54 85 128 205 475 804 1830
2010-05-03 17 3 4 5 7 8 12 17 21 36 63 100 151 242 559 945 2151
2010-05-10 24 4 5 7 10 12 17 24 30 52 91 143 216 346 800 1353 3078
2010-05-17 8 1 2 2 3 4 6 8 10 18 31 48 73 117 270 457 1038
2010-05-24 18 3 4 5 7 9 13 18 23 40 69 109 164 262 605 1021 2319
2010-05-31 13 2 3 4 5 7 10 13 17 29 51 80 120 192 443 747 1695
2010-06-07 9 2 2 3 3 4 6 9 11 19 32 51 76 122 280 472 1072
2010-06-14 7 1 2 2 3 3 5 7 8 15 25 40 60 95 219 369 837
2010-06-21 21 4 5 6 8 10 15 21 25 45 77 121 182 290 668 1125 2549
2010-06-28 10 2 2 3 4 5 7 10 12 21 36 57 86 136 314 529 1200
2010-07-05 4 1 1 1 2 2 3 4 5 9 16 25 38 61 141 238 540
2010-07-12 15 3 3 4 6 7 11 15 19 33 57 90 136 218 504 855 1949
2010-07-19 17 3 3 5 6 8 12 17 21 37 66 104 159 258 603 1032 2373
2010-07-26 15 3 3 4 6 7 11 15 19 33 57 90 137 220 510 865 1974
2010-08-02 8 1 2 2 3 4 6 8 10 18 31 48 72 115 265 447 1014
2010-08-09 10 2 2 3 4 5 7 10 12 22 38 59 88 141 323 543 1227
2010-08-16 16 3 4 5 7 8 11 16 20 34 59 92 138 219 503 844 1907
2010-08-23 11 2 3 3 5 6 8 11 14 24 42 66 98 156 357 599 1352
2010-08-30 11 2 3 3 5 6 8 11 14 24 41 63 95 150 344 577 1302
2010-09-06 6 1 1 2 2 3 4 6 7 13 22 34 51 81 186 312 703
2010-09-13 9 2 2 3 4 5 7 9 11 20 34 53 78 124 284 476 1072
2010-09-20 19 4 5 6 8 10 14 19 24 42 72 111 166 262 599 1003 2259
2010-09-27 13 2 3 4 5 6 9 13 15 27 46 71 106 167 382 639 1438
2010-10-04 11 2 3 4 5 6 8 11 14 24 42 65 97 153 348 582 1308
2010-10-11 13 3 3 4 5 7 9 13 16 28 47 73 109 172 392 655 1471
2010-10-18 14 3 3 4 6 7 10 14 17 30 51 78 116 184 418 698 1566
2010-10-25 10 2 2 3 4 5 7 10 12 20 35 54 80 126 287 479 1073
2010-11-01 23 4 5 7 10 12 16 23 28 48 82 126 187 294 669 1113 2494
2010-11-08 7 1 2 2 3 4 5 7 8 14 25 38 56 89 202 336 751
2010-11-15 9 2 2 3 4 4 6 9 11 18 31 48 71 112 254 423 948
2010-11-22 6 1 1 2 3 3 4 6 7 13 22 34 51 80 181 301 673
2010-11-29 9 2 2 3 4 5 7 9 11 19 33 50 74 117 266 443 993
2010-12-06 15 3 4 5 6 8 11 15 18 31 54 83 123 194 440 734 1645
2010-12-13 11 2 3 3 5 6 8 11 13 23 39 61 90 143 325 543 1220
2010-12-20 9 2 2 3 4 5 7 9 12 20 34 53 79 125 286 478 1076
2010-12-27 6 1 1 2 3 3 5 6 8 13 23 36 54 85 195 327 738
2011-01-03 12 2 3 4 5 6 9 12 15 27 46 72 108 172 396 667 1513
2011-01-10 17 3 4 5 7 8 12 17 21 37 64 101 152 243 560 949 2161
2011-01-17 21 4 5 6 8 10 15 21 27 47 82 129 196 316 735 1252 2870
2011-01-24 16 3 3 4 6 8 11 16 21 37 65 103 157 255 598 1027 2372
2011-01-31 12 2 2 3 4 6 8 12 15 27 47 74 114 185 434 746 1725
2011-02-07 12 2 2 3 4 6 8 12 15 26 46 73 111 181 424 729 1686
2011-02-14 18 3 4 5 7 9 12 18 22 40 70 112 171 278 652 1121 2591
2011-02-21 11 2 2 3 4 5 8 11 14 24 43 68 104 169 397 682 1576
2011-02-28 19 3 4 5 7 9 13 19 24 43 75 119 182 296 693 1191 2753
2011-03-07 12 2 3 3 5 6 9 12 16 28 49 77 118 192 449 771 1783
2011-03-14 6 1 1 2 2 3 4 6 8 13 24 38 57 93 217 374 863
2011-03-21 12 2 2 3 5 6 9 12 15 27 48 76 115 187 438 752 1737
2011-03-28 9 1 2 2 3 4 6 9 11 19 34 54 83 134 313 538 1242
2011-04-04 8 1 2 2 3 4 6 8 10 18 32 51 77 125 292 502 1158
2011-04-11 17 3 3 5 6 8 12 17 21 37 65 104 158 256 598 1025 2365
2011-04-18 17 3 4 5 7 8 12 17 21 38 66 105 160 259 605 1037 2391
2011-04-25 15 3 3 4 6 7 11 15 19 34 59 94 142 231 538 922 2126
2011-05-02 12 2 3 3 5 6 9 12 15 27 48 75 114 185 431 739 1702
2011-05-09 15 2 3 4 6 7 10 15 18 32 56 89 135 218 509 871 2004
2011-05-16 15 3 3 4 6 8 11 15 19 34 60 94 143 232 539 922 2121
2011-05-23 10 2 2 3 4 5 7 10 12 22 38 59 90 146 338 579 1330
2011-05-30 21 4 5 6 8 11 15 21 27 47 82 129 196 316 735 1256 2884
2011-06-06 29 5 6 8 12 14 21 29 36 64 112 175 265 428 994 1697 3895
2011-06-13 8 1 2 2 3 4 6 8 10 17 30 48 72 116 269 459 1053
2011-06-20 8 1 2 2 3 4 5 8 9 17 29 45 68 110 254 434 995
2011-06-27 17 3 4 5 7 8 12 17 21 37 64 101 153 246 571 974 2234
2011-07-04 23 4 5 7 9 11 16 23 29 51 89 139 211 340 789 1347 3092
2011-07-11 7 1 2 2 3 4 5 7 9 17 29 46 69 112 262 449 1034
2011-07-18 18 3 4 5 7 9 13 18 23 41 73 116 178 291 684 1182 2746
2011-07-25 31 5 6 9 12 15 22 31 39 70 122 194 295 479 1120 1927 4455
2011-08-01 5 1 1 2 2 3 4 5 7 12 20 32 48 78 181 310 712
2011-08-08 15 3 3 4 6 7 10 15 18 32 56 87 131 211 489 833 1907
2011-08-15 7 1 1 2 3 3 5 7 8 14 25 39 58 93 216 367 839
2011-08-22 8 1 2 2 3 4 6 8 10 18 31 49 74 119 274 465 1062
2011-08-29 7 1 2 2 3 4 5 7 9 16 28 43 65 104 240 408 931
2011-09-05 12 2 3 4 5 6 9 12 15 27 46 71 107 172 396 672 1533
2011-09-12 10 2 2 3 4 5 7 10 13 23 39 61 91 146 337 571 1301
2011-09-19 13 2 3 4 5 7 10 13 17 29 50 78 116 186 428 726 1654
2011-09-26 11 2 3 3 5 6 8 11 14 24 42 65 98 156 358 607 1381
2011-10-03 9 2 2 3 4 5 7 9 12 20 35 54 81 129 296 501 1139
2011-10-10 14 3 3 4 6 7 10 14 17 30 52 80 120 191 438 741 1682
2011-10-17 20 4 4 6 8 10 14 20 24 42 72 112 167 266 610 1030 2337
2011-10-24 10 2 2 3 4 5 7 10 12 21 36 55 82 131 300 507 1150
2011-10-31 6 1 1 2 3 3 4 6 8 13 22 35 52 82 189 318 721
2011-11-07 2 0 1 1 1 1 2 2 3 5 9 14 20 32 74 124 281
2011-11-14 24 4 5 7 10 12 17 24 29 51 87 135 201 319 730 1230 2785
2011-11-21 14 3 3 4 6 7 10 14 17 29 50 77 115 182 417 703 1591
2011-11-28 14 3 3 4 6 7 10 14 17 30 51 79 118 187 428 722 1636
2011-12-05 24 4 5 7 10 12 17 24 29 51 87 134 200 318 729 1231 2791
2011-12-12 8 1 2 2 3 4 6 8 10 17 29 44 66 105 242 409 928
2011-12-19 7 1 2 2 3 4 5 7 9 15 26 41 61 97 224 379 862
2011-12-26 8 1 2 2 3 4 6 8 10 17 29 46 68 110 253 429 980
2012-01-02 11 2 2 3 4 5 8 11 13 23 40 63 95 153 353 602 1380
2012-01-09 14 2 3 4 6 7 10 14 18 31 55 86 129 209 486 832 1916
2012-01-16 18 3 4 5 7 9 13 18 23 40 70 111 169 275 643 1109 2568
2012-01-23 26 4 5 7 10 12 18 26 33 59 103 165 252 413 974 1691 3946
2012-01-30 9 1 2 2 4 4 7 9 12 21 38 61 93 153 361 628 1468
2012-02-06 10 1 2 3 4 5 7 10 12 22 39 62 95 156 369 643 1503
2012-02-13 26 4 5 7 10 13 18 26 34 60 106 169 260 426 1006 1751 4094
2012-02-20 12 2 2 3 4 5 8 12 15 26 46 74 113 186 439 763 1784
2012-02-27 22 3 4 6 8 11 16 22 28 51 89 143 219 359 847 1473 3444
2012-03-05 14 2 3 4 5 6 9 14 17 31 55 87 133 219 516 897 2097
2012-03-12 16 2 3 4 6 8 11 16 20 36 63 100 154 252 594 1033 2413
2012-03-19 9 1 2 3 4 4 7 9 12 21 37 59 91 149 351 611 1428
2012-03-26 16 2 3 4 6 8 11 16 20 36 63 100 153 251 592 1030 2405
2012-04-02 10 2 2 3 4 5 7 10 13 23 41 65 99 162 382 663 1548
2012-04-09 13 2 2 3 5 6 9 13 16 28 50 79 121 198 467 810 1891
2012-04-16 7 1 1 2 2 3 5 7 8 15 26 41 63 103 243 421 982
2012-04-23 11 2 2 3 4 5 8 11 14 25 44 71 108 176 414 719 1675
2012-04-30 13 2 3 4 5 6 9 13 16 29 51 81 124 202 475 824 1919
2012-05-07 12 2 2 3 5 6 9 12 15 27 48 76 116 189 444 769 1791
2012-05-14 13 2 3 4 5 6 9 13 16 29 51 80 122 200 468 811 1886
2012-05-21 16 3 3 4 6 8 11 16 20 36 63 100 152 248 580 1004 2334
2012-05-28 14 2 3 4 5 7 10 14 17 31 54 85 129 210 492 850 1975
2012-06-04 17 3 3 5 6 8 12 17 21 37 65 102 155 252 591 1021 2369
2012-06-11 6 1 1 2 2 3 4 6 7 12 22 34 52 84 196 339 786
2012-06-18 12 2 2 3 5 6 8 12 15 26 46 72 110 178 416 719 1666
2012-06-25 13 2 3 4 5 6 9 13 16 29 50 79 119 194 454 783 1815
2012-07-02 10 2 2 3 4 5 7 10 13 23 40 62 95 154 361 623 1445
2012-07-09 13 2 3 3 5 6 9 13 16 28 49 78 119 194 456 789 1837
2012-07-16 16 2 3 4 6 7 11 16 20 36 63 100 153 252 595 1038 2431
2012-07-23 13 2 3 3 5 6 9 13 17 30 53 85 130 214 505 882 2068
2012-07-30 17 3 3 5 7 8 12 17 22 39 68 107 162 265 621 1075 2499
2012-08-06 13 2 3 4 5 6 9 13 16 28 49 77 117 189 442 762 1765
2012-08-13 3 0 1 1 1 1 2 3 3 6 10 16 24 39 92 158 365
2012-08-20 11 2 2 3 4 6 8 11 14 25 43 68 102 166 385 663 1530
2012-08-27 22 4 5 6 9 11 16 22 28 49 85 132 200 324 752 1292 2983
2012-09-03 10 2 2 3 4 5 7 10 12 21 37 58 87 141 327 562 1296
2012-09-10 10 2 2 3 4 5 7 10 12 22 38 59 89 143 332 570 1315
2012-09-17 7 1 1 2 3 3 5 7 8 15 26 40 61 98 228 390 899
2012-09-24 17 3 4 5 7 8 12 17 21 36 63 98 148 238 553 947 2179
2012-10-01 9 2 2 3 4 5 7 9 12 21 36 56 84 135 313 535 1230
2012-10-08 24 4 5 7 10 12 17 24 30 53 91 142 213 342 792 1355 3112
2012-10-15 3 0 1 1 1 1 2 3 3 6 10 16 24 39 90 154 354
2012-10-22 9 2 2 3 4 5 7 9 12 20 35 54 81 130 301 514 1178
2012-10-29 12 2 3 4 5 6 9 12 15 26 45 71 106 170 391 668 1531
2012-11-05 10 2 2 3 4 5 7 10 12 21 36 55 83 133 307 523 1199
2012-11-12 15 3 3 4 6 7 11 15 19 33 56 87 130 209 481 819 1876
2012-11-19 13 2 3 4 5 6 9 13 16 27 47 73 109 176 405 690 1580
2012-11-26 16 3 3 5 7 8 12 16 20 35 60 93 140 224 517 883 2021
2012-12-03 14 2 3 4 5 7 10 14 17 29 51 79 118 190 438 747 1712
2012-12-10 11 2 2 3 4 5 8 11 14 24 41 64 95 153 354 605 1389
2012-12-17 4 1 1 1 2 2 3 4 5 9 16 25 38 61 142 243 559
2012-12-24 20 3 4 6 8 10 14 20 24 43 74 115 174 281 651 1119 2579
2012-12-31 7 1 1 2 3 3 5 7 8 14 25 39 59 96 224 386 894
2013-01-07 10 2 2 3 4 5 7 10 13 22 39 61 93 151 353 611 1419
2013-01-14 7 1 1 2 3 3 5 7 8 15 26 42 64 104 246 427 999
2013-01-21 7 1 1 2 3 3 5 7 9 17 30 48 73 121 287 503 1184
2013-01-28 15 2 3 4 5 7 10 15 19 34 60 97 149 248 589 1038 2454
2013-02-04 6 1 1 2 2 3 4 6 8 14 25 40 62 103 245 431 1019
2013-02-11 16 2 3 4 6 8 11 16 21 37 66 105 162 269 640 1126 2662
2013-02-18 6 1 1 2 2 3 4 6 8 14 24 39 60 100 238 419 990
2013-02-25 16 2 3 4 6 8 11 16 21 37 66 106 163 270 643 1132 2675
2013-03-04 15 2 3 4 5 7 10 15 19 34 59 95 146 242 576 1014 2396
2013-03-11 12 2 2 3 5 6 9 12 16 28 50 80 124 205 488 858 2027
2013-03-18 30 4 5 8 11 14 20 30 38 68 120 191 295 488 1158 2038 4812
2013-03-25 24 3 4 6 9 11 16 24 30 54 95 152 234 387 920 1617 3819
2013-04-01 18 3 3 5 7 8 12 18 23 41 73 116 178 295 699 1230 2902
2013-04-08 30 4 6 8 11 14 21 30 38 69 121 193 297 490 1163 2044 4822
2013-04-15 7 1 1 2 2 3 5 7 9 15 27 43 66 109 258 453 1068
2013-04-22 22 3 4 6 8 10 15 22 27 49 87 138 212 350 828 1454 3426
2013-04-29 21 3 4 6 8 10 15 21 27 49 86 137 210 347 820 1439 3390
2013-05-06 17 3 3 5 7 8 12 17 22 40 70 111 170 281 664 1165 2741
2013-05-13 16 2 3 4 6 7 11 16 20 35 62 99 152 250 590 1035 2433
2013-05-20 11 2 2 3 4 5 8 11 14 26 45 72 110 182 429 752 1767
2013-05-27 12 2 2 3 5 6 9 12 16 28 49 77 118 195 460 804 1889
2013-06-03 20 3 4 5 7 9 14 20 25 45 78 124 190 312 736 1286 3019
2013-06-10 16 2 3 4 6 8 11 16 20 36 64 101 154 252 595 1039 2437
2013-06-17 5 1 1 1 2 2 3 5 6 10 18 28 43 71 168 293 687
2013-06-24 18 3 3 5 7 8 12 18 22 40 70 110 168 275 648 1131 2651
2013-07-01 13 2 3 4 5 6 9 13 17 30 52 82 126 206 486 849 1991
2013-07-08 20 3 4 5 7 9 14 20 25 45 79 125 191 314 741 1298 3052
2013-07-15 12 2 2 3 5 6 9 12 16 28 50 80 123 204 486 856 2023
2013-07-22 12 2 2 3 4 6 8 12 16 28 51 81 125 208 497 879 2088
2013-07-29 21 3 4 6 8 10 15 21 27 48 85 134 205 338 799 1400 3294
2013-08-05 18 3 4 5 7 9 13 18 23 41 72 113 173 283 666 1162 2722
2013-08-12 7 1 1 2 3 4 5 7 9 16 29 45 68 112 263 458 1070
2013-08-19 8 1 2 2 3 4 5 8 10 17 30 47 72 118 276 479 1119
2013-08-26 9 1 2 3 4 5 7 9 12 21 36 57 87 141 331 576 1343
2013-09-02 9 1 2 2 3 4 6 9 11 19 34 53 80 130 305 530 1237
2013-09-09 8 1 2 2 3 4 5 8 10 17 30 47 72 117 273 475 1106
2013-09-16 11 2 2 3 4 5 8 11 14 25 43 67 102 166 387 672 1564
2013-09-23 5 1 1 1 2 3 4 5 7 12 20 32 48 78 182 316 735
2013-09-30 12 2 2 3 4 6 8 12 14 25 44 69 104 170 396 686 1594
2013-10-07 5 1 1 1 2 2 3 5 6 11 18 29 43 70 164 283 658
2013-10-14 10 2 2 3 4 5 7 10 12 22 38 59 89 144 336 581 1348
2013-10-21 17 3 4 5 7 8 12 17 22 38 66 102 154 250 583 1006 2333
2013-10-28 17 3 3 5 6 8 12 17 21 36 63 98 147 238 554 956 2214
2013-11-04 11 2 2 3 4 5 8 11 13 24 41 63 95 155 359 619 1433
2013-11-11 47 7 10 13 18 23 33 47 58 102 176 274 411 667 1548 2670 6178
2013-11-18 11 2 2 3 4 5 8 11 13 24 41 63 95 154 358 617 1427
2013-11-25 9 1 2 3 4 4 6 9 11 20 34 53 80 130 302 522 1207
2013-12-02 7 1 1 2 3 3 5 7 8 15 25 40 60 97 224 387 897
2013-12-09 10 2 2 3 4 5 7 10 13 23 40 62 93 152 353 610 1414
2013-12-16 11 2 2 3 4 6 8 11 14 25 43 67 102 166 386 668 1551
2013-12-23 7 1 1 2 3 4 5 7 9 16 29 45 68 110 257 447 1040
2013-12-30 5 1 1 1 2 2 4 5 6 11 20 31 47 77 180 314 733
2014-01-06 20 3 4 5 8 9 14 20 25 45 78 123 188 308 725 1268 2975
2014-01-13 7 1 1 2 3 3 5 7 9 16 28 44 68 112 266 468 1104
2014-01-20 13 2 2 3 5 6 9 13 17 30 53 85 131 217 518 917 2179
2014-01-27 27 4 5 7 10 12 19 27 35 63 113 181 281 471 1128 2009 4799
2014-02-03 23 3 4 6 8 10 16 23 29 53 94 152 235 394 944 1680 4014
2014-02-10 7 1 1 2 3 3 5 7 10 17 31 49 76 128 306 544 1300
2014-02-17 18 2 3 4 6 8 12 18 23 41 73 117 181 302 724 1289 3078
2014-02-24 16 2 3 4 6 8 11 16 21 38 68 110 170 284 679 1209 2886
2014-03-03 14 2 2 3 5 6 9 14 18 32 57 92 142 237 567 1010 2410
2014-03-10 7 1 1 2 3 3 5 7 9 16 29 47 73 121 291 517 1234
2014-03-17 17 2 3 4 6 8 12 17 22 40 70 113 174 291 696 1239 2956
2014-03-24 8 1 1 2 3 4 5 8 10 18 32 52 80 133 319 567 1352
2014-03-31 7 1 1 2 2 3 5 7 9 16 28 44 69 114 273 486 1159
2014-04-07 11 1 2 3 4 5 8 11 14 26 46 73 113 189 451 802 1912
2014-04-14 9 1 2 2 3 4 6 9 11 20 35 56 87 145 346 615 1465
2014-04-21 11 2 2 3 4 5 8 11 15 26 47 75 115 192 459 814 1938
2014-04-28 9 1 2 2 3 4 6 9 11 21 37 58 90 150 357 634 1508
2014-05-05 23 3 4 6 8 11 16 23 29 53 93 148 228 380 905 1604 3814
2014-05-12 11 2 2 3 4 5 8 11 14 25 45 71 110 183 435 771 1833
2014-05-19 8 1 1 2 3 4 5 8 10 17 31 49 75 124 296 524 1244
2014-05-26 13 2 2 3 5 6 9 13 16 29 51 80 124 205 488 864 2049
2014-06-02 10 1 2 3 4 5 7 10 13 23 40 64 98 163 387 684 1623
2014-06-09 5 1 1 1 2 2 4 5 7 12 21 33 51 84 200 353 836
2014-06-16 10 1 2 3 4 5 7 10 12 22 39 62 95 157 373 658 1559
2014-06-23 13 2 2 3 5 6 9 13 17 30 53 84 128 213 504 891 2109
2014-06-30 7 1 1 2 3 3 5 7 9 17 29 47 71 118 280 495 1172
2014-07-07 16 2 3 4 6 8 11 16 21 37 65 104 160 265 630 1115 2645
2014-07-14 21 3 4 5 8 10 15 21 27 50 88 140 217 362 865 1539 3672
2014-07-21 9 1 1 2 3 4 6 9 12 21 37 60 94 158 379 680 1633
2014-07-28 15 2 3 4 5 7 10 15 19 35 61 98 150 250 596 1058 2516
2014-08-04 9 1 2 2 3 4 6 9 12 21 36 57 88 145 344 607 1437
2014-08-11 14 2 3 4 5 6 9 14 17 31 54 85 129 214 505 889 2099
2014-08-18 11 2 2 3 4 5 8 11 14 26 45 71 109 179 423 745 1757
2014-08-25 6 1 1 1 2 3 4 6 7 12 22 34 52 86 203 357 842
2014-09-01 12 2 2 3 5 6 8 12 15 27 48 75 114 188 444 780 1837
2014-09-08 15 2 3 4 6 7 10 15 19 34 59 93 141 232 548 961 2263
2014-09-15 14 2 3 4 5 7 10 14 18 31 55 86 130 215 505 886 2085
2014-09-22 23 3 4 6 9 11 16 23 29 52 90 142 215 354 834 1461 3434
2014-09-29 4 1 1 1 2 2 3 4 6 10 17 27 41 67 158 277 649
2014-10-06 6 1 1 2 2 3 4 6 7 13 22 34 52 85 200 350 822
2014-10-13 8 1 2 2 3 4 6 8 10 18 31 48 73 120 282 494 1157
2014-10-20 6 1 1 2 2 3 4 6 8 13 23 37 55 91 213 372 870
2014-10-27 9 1 2 2 3 4 6 9 12 20 35 55 83 137 320 558 1305
2014-11-03 13 2 3 4 5 6 9 13 16 29 50 77 117 191 448 781 1826
2014-11-10 6 1 1 2 2 3 5 6 8 14 25 39 59 96 224 390 912
2014-11-17 8 1 2 2 3 4 6 8 10 18 32 49 74 122 285 496 1160
2014-11-24 8 1 2 2 3 4 6 8 10 17 30 47 71 116 272 474 1108
2014-12-01 14 2 3 4 6 7 10 14 18 32 56 87 131 215 503 878 2054
2014-12-08 4 1 1 1 2 2 3 4 5 9 16 25 37 61 144 251 587
2014-12-15 4 1 1 1 2 2 3 4 5 9 16 26 39 64 150 263 617
2014-12-22 8 1 1 2 3 4 5 8 10 17 30 47 71 118 276 485 1140
2014-12-29 36 5 7 9 13 17 25 36 45 80 140 221 336 555 1309 2303 5432
2015-01-05 9 1 2 2 3 4 6 9 12 21 37 59 90 149 354 625 1480
2015-01-12 17 2 3 4 6 8 12 17 21 38 68 108 165 275 656 1165 2773
2015-01-19 5 1 1 1 2 2 4 5 7 12 22 35 54 91 217 388 931
2015-01-26 11 1 2 3 4 5 7 11 14 25 45 73 113 191 462 832 2007
2015-02-02 16 2 3 4 6 7 11 16 21 39 69 112 174 294 708 1275 3076
2015-02-09 7 1 1 2 3 3 5 7 9 17 30 49 76 129 310 559 1348
2015-02-16 6 1 1 1 2 3 4 6 7 13 24 38 59 100 241 435 1048
2015-02-23 5 1 1 1 2 2 3 5 6 12 21 34 52 89 213 384 926
2015-03-02 50 6 8 12 17 22 34 50 64 117 208 335 520 878 2118 3810 9187
2015-03-09 12 1 2 3 4 5 8 12 16 28 51 81 126 213 514 925 2230
2015-03-16 18 2 3 4 6 8 12 18 23 42 75 120 187 316 760 1367 3295
2015-03-23 29 4 5 7 10 13 20 29 37 68 121 195 302 510 1228 2207 5318
2015-03-30 12 2 2 3 4 6 8 12 16 29 51 82 128 216 519 934 2248
2015-04-06 14 2 2 4 5 7 10 14 19 34 60 96 149 251 604 1085 2613
2015-04-13 10 1 2 2 3 4 7 10 13 23 41 65 101 171 411 737 1774
2015-04-20 6 1 1 2 2 3 4 6 8 15 26 42 65 109 263 472 1135
2015-04-27 2 0 0 1 1 1 1 2 3 5 9 14 22 36 87 156 375
2015-05-04 6 1 1 1 2 3 4 6 8 14 25 40 62 104 249 446 1071
2015-05-11 24 3 4 6 8 11 16 24 30 55 97 155 240 403 967 1733 4158
2015-05-18 43 5 7 11 15 20 30 43 56 100 177 284 438 735 1760 3151 7556
2015-05-25 20 3 3 5 7 9 14 20 26 47 83 133 205 344 823 1472 3528
2015-06-01 10 1 2 2 3 4 7 10 12 22 39 63 97 162 388 693 1661
2015-06-08 26 3 5 7 9 12 18 26 34 61 108 172 264 443 1058 1890 4522
2015-06-15 17 2 3 4 6 8 12 17 22 40 70 112 172 288 689 1230 2941
2015-06-22 11 1 2 3 4 5 7 11 14 25 44 70 108 181 433 772 1846
2015-06-29 11 1 2 3 4 5 7 11 14 25 43 69 107 178 426 760 1817
2015-07-06 17 2 3 4 6 8 12 17 22 40 70 112 173 289 692 1238 2966
2015-07-13 10 1 2 2 3 4 7 10 12 22 40 64 99 166 400 718 1728
2015-07-20 13 1 2 3 4 6 9 13 17 31 56 90 141 241 584 1060 2577
2015-07-27 13 2 2 3 5 6 9 13 17 31 54 87 135 226 544 976 2347
2015-08-03 15 2 3 4 5 7 10 15 19 34 60 96 148 247 589 1052 2515
2015-08-10 23 3 4 6 8 10 16 23 29 52 91 144 221 368 877 1561 3723
2015-08-17 4 0 1 1 1 2 2 4 5 8 14 23 35 58 137 243 580
2015-08-24 23 3 4 6 8 11 16 23 29 52 92 145 222 370 879 1561 3717
2015-08-31 11 1 2 3 4 5 8 11 14 25 44 70 107 179 424 754 1793
2015-09-07 5 1 1 1 2 2 3 5 6 10 18 29 44 74 175 311 738
2015-09-14 9 1 2 2 3 4 6 9 12 21 37 58 88 146 347 615 1461
2015-09-21 7 1 1 2 3 3 5 7 9 17 29 46 70 117 277 491 1164
2015-09-28 7 1 1 2 3 3 5 7 9 16 29 45 69 114 269 476 1130
2015-10-05 5 1 1 1 2 2 4 5 6 12 20 32 48 80 189 334 790
2015-10-12 7 1 1 2 3 3 5 7 9 16 27 43 65 108 254 449 1063
2015-10-19 21 3 4 5 8 10 14 21 26 47 82 128 195 322 761 1343 3175
2015-10-26 14 2 2 4 5 6 9 14 17 30 53 83 126 208 491 867 2047
2015-11-02 12 2 2 3 4 6 8 12 15 26 46 72 109 180 425 749 1768
2015-11-09 10 1 2 3 4 5 7 10 12 22 37 59 89 147 346 610 1439
2015-11-16 10 1 2 3 4 5 7 10 13 23 40 63 96 158 372 656 1548
2015-11-23 14 2 3 4 5 6 10 14 17 31 53 83 126 209 491 866 2042
2015-11-30 14 2 3 4 5 7 10 14 18 31 54 85 129 213 502 884 2088
2015-12-07 10 1 2 3 4 4 7 10 12 21 37 59 89 147 346 611 1445
2015-12-14 15 2 3 4 6 7 10 15 19 34 59 92 140 233 549 971 2299
2015-12-21 21 3 4 5 8 10 15 21 27 48 83 131 200 332 786 1392 3302
2015-12-28 15 2 3 4 5 7 10 15 19 33 58 92 141 234 556 988 2350
2016-01-04 15 2 3 4 5 7 10 15 19 34 61 96 147 246 586 1046 2499
2016-01-11 4 0 1 1 1 2 3 4 5 9 15 24 38 63 152 272 653
2016-01-18 17 2 3 4 6 7 11 17 21 39 69 111 173 292 704 1270 3071
2016-01-25 7 1 1 2 3 3 5 7 10 18 32 52 81 138 336 612 1490
2016-02-01 8 1 1 2 3 4 6 8 11 20 35 57 90 153 371 675 1645
2016-02-08 8 1 1 2 3 3 5 8 10 18 32 52 81 138 336 611 1489
2016-02-15 14 2 2 3 5 6 9 14 18 32 58 94 147 250 607 1103 2687
2016-02-22 18 2 3 4 6 8 12 18 24 44 79 127 199 338 822 1494 3638
2016-02-29 11 1 2 2 4 5 7 11 14 25 46 73 115 195 474 863 2100
2016-03-07 25 3 4 6 9 11 17 25 33 61 108 175 273 465 1129 2052 4994
2016-03-14 19 2 3 4 6 8 13 19 25 45 80 130 202 344 835 1518 3694
2016-03-21 6 1 1 1 2 2 4 6 7 13 24 39 60 102 248 451 1096
2016-03-28 13 1 2 3 4 6 9 13 17 31 55 88 137 233 565 1026 2494
2016-04-04 22 3 4 5 8 10 15 22 29 52 94 151 235 399 967 1755 4266
2016-04-11 8 1 1 2 3 4 6 8 11 20 35 56 88 149 360 653 1587
2016-04-18 21 2 3 5 7 9 14 21 27 50 89 143 223 379 917 1663 4037
2016-04-25 22 3 3 5 7 10 15 22 28 51 91 147 228 388 937 1699 4122
2016-05-02 13 2 2 3 5 6 9 13 17 31 56 90 140 237 572 1036 2512
2016-05-09 8 1 1 2 3 4 6 8 11 19 34 54 85 143 346 626 1517
2016-05-16 7 1 1 2 2 3 5 7 9 16 29 46 72 121 293 529 1281
2016-05-23 14 2 2 3 5 6 10 14 18 33 59 94 145 246 593 1072 2593
2016-05-30 12 1 2 3 4 5 8 12 15 27 48 77 119 201 483 872 2109
2016-06-06 12 1 2 3 4 5 8 12 15 27 49 78 120 203 489 883 2133
2016-06-13 8 1 1 2 3 4 5 8 10 19 33 53 82 138 331 598 1443
2016-06-20 13 2 2 3 4 6 9 13 17 30 53 84 130 220 529 953 2300
2016-06-27 14 2 2 3 5 6 10 14 18 33 58 93 143 241 580 1046 2525
2016-07-04 6 1 1 2 2 3 4 6 8 15 27 42 66 111 267 482 1165
2016-07-11 14 2 2 3 5 6 10 14 18 33 59 95 147 250 603 1093 2651
2016-07-18 26 3 4 6 9 11 17 26 34 62 112 181 283 484 1180 2155 5269
2016-07-25 9 1 1 2 3 4 6 9 12 22 39 62 97 165 401 729 1775
2016-08-01 26 3 4 6 9 12 18 26 33 60 107 170 264 445 1072 1935 4677
2016-08-08 17 2 3 4 6 8 12 17 22 39 69 110 169 285 683 1228 2959
2016-08-15 17 2 3 4 6 8 12 17 22 39 69 109 168 282 675 1213 2918
2016-08-22 10 1 2 2 4 5 7 10 13 23 41 65 100 167 400 719 1728
2016-08-29 24 3 4 6 9 11 17 24 31 56 98 155 239 401 959 1720 4132
2016-09-05 8 1 1 2 3 4 5 8 10 18 32 51 78 131 312 560 1344
2016-09-12 9 1 2 2 3 4 6 9 12 22 38 60 92 155 370 662 1588
2016-09-19 9 1 2 2 3 4 6 9 12 21 37 59 90 150 359 642 1538
2016-09-26 16 2 3 4 6 7 11 16 21 37 65 103 158 264 630 1127 2697
2016-10-03 9 1 2 2 3 4 6 9 12 21 37 58 89 149 355 634 1517
2016-10-10 8 1 1 2 3 4 5 8 10 18 32 50 76 127 303 541 1294
2016-10-17 7 1 1 2 2 3 5 7 9 16 27 43 65 109 259 462 1102
2016-10-24 7 1 1 2 3 3 5 7 9 17 29 45 69 116 274 489 1166
2016-10-31 9 1 2 2 3 4 6 9 12 21 36 57 87 144 343 610 1455
2016-11-07 13 2 2 3 5 6 9 13 17 30 53 83 126 210 498 887 2112
2016-11-14 9 1 2 2 3 4 6 9 11 20 36 56 85 142 337 600 1428
2016-11-21 5 1 1 1 2 2 3 5 6 11 19 29 45 75 177 316 752
2016-11-28 15 2 3 4 5 7 10 15 19 33 58 91 138 231 547 974 2321
2016-12-05 13 2 2 3 5 6 9 13 17 30 52 82 126 209 497 886 2113
2016-12-12 7 1 1 2 3 3 5 7 9 17 29 46 71 118 281 502 1198
2016-12-19 15 2 3 4 6 7 11 15 20 35 62 98 150 251 598 1069 2558
2016-12-26 4 0 1 1 1 2 3 4 5 9 16 25 39 65 156 279 670
2017-01-02 8 1 1 2 3 3 5 8 10 18 31 49 76 128 306 551 1328
2017-01-09 8 1 1 2 3 4 5 8 10 19 33 53 82 139 335 606 1466
2017-01-16 7 1 1 2 2 3 5 7 9 16 28 45 70 120 290 527 1284
2017-01-23 22 2 3 5 7 9 15 22 28 52 94 152 239 410 1000 1834 4498
2017-01-30 7 1 1 2 2 3 5 7 9 17 31 51 79 137 334 614 1510
2017-02-06 21 2 3 5 7 9 14 21 27 51 91 147 231 398 974 1789 4397
2017-02-13 27 3 4 6 9 12 18 27 36 66 119 193 303 521 1274 2340 5751
2017-02-20 10 1 2 2 3 4 7 10 13 25 44 72 113 194 475 873 2146
2017-02-27 8 1 1 2 3 4 5 8 11 20 35 57 90 155 378 694 1705
2017-03-06 9 1 1 2 3 4 6 9 11 21 37 60 95 162 397 729 1790
2017-03-13 11 1 2 2 4 5 7 11 14 26 46 75 117 201 492 902 2216
2017-03-20 28 3 4 6 9 12 19 28 37 68 121 197 308 529 1292 2370 5820
2017-03-27 13 1 2 3 4 6 9 13 17 32 57 92 144 247 603 1106 2716
2017-04-03 6 1 1 1 2 3 4 6 8 15 28 45 70 120 293 537 1318
2017-04-10 10 1 2 2 3 5 7 10 14 25 45 72 113 193 471 864 2118
2017-04-17 11 1 2 2 4 5 7 11 14 26 46 75 117 201 489 896 2195
2017-04-24 14 2 2 3 5 6 10 14 19 34 61 98 153 262 638 1168 2861
2017-05-01 9 1 1 2 3 4 6 9 11 21 37 59 92 158 384 702 1718
2017-05-08 10 1 2 2 3 4 7 10 13 24 43 70 109 186 452 827 2022
2017-05-15 17 2 3 4 6 8 12 17 23 41 73 118 184 314 763 1394 3406
2017-05-22 15 2 2 4 5 7 10 15 20 36 65 104 162 276 671 1225 2992
2017-05-29 26 3 4 6 9 11 17 26 34 61 109 175 272 465 1127 2055 5016
2017-06-05 10 1 2 2 3 4 7 10 13 24 42 68 105 179 434 791 1929
2017-06-12 17 2 3 4 6 7 11 17 22 39 70 112 174 296 718 1308 3188
2017-06-19 3 0 0 1 1 1 2 3 4 7 12 19 30 50 122 222 540
2017-06-26 15 2 2 4 5 7 10 15 20 36 64 103 159 271 657 1195 2912
2017-07-03 11 1 2 3 4 5 8 11 15 27 48 77 119 204 493 899 2192
2017-07-10 7 1 1 1 2 3 4 7 8 15 28 44 69 118 287 525 1284
2017-07-17 22 2 3 5 7 10 15 22 29 54 96 156 245 423 1035 1907 4698
2017-07-24 11 1 2 3 4 5 8 11 15 27 49 79 123 212 518 953 2345
2017-07-31 7 1 1 2 2 3 5 7 9 16 29 46 72 123 297 542 1324
2017-08-07 12 1 2 3 4 5 8 12 16 29 51 82 127 215 520 946 2300
2017-08-14 14 2 2 3 5 6 10 14 19 34 59 95 146 249 599 1088 2641
2017-08-21 6 1 1 2 2 3 4 6 8 15 27 43 66 112 269 488 1183
2017-08-28 16 2 3 4 6 7 11 16 21 37 66 105 162 275 662 1200 2908
2017-09-04 16 2 3 4 6 7 11 16 21 38 67 107 165 279 670 1213 2939
2017-09-11 16 2 3 4 5 7 11 16 20 37 65 103 158 268 644 1165 2820
2017-09-18 9 1 1 2 3 4 6 9 12 21 37 58 89 151 363 657 1589
2017-09-25 10 1 2 2 3 4 7 10 13 23 40 63 98 165 396 715 1727
2017-10-02 14 2 2 3 5 7 10 14 19 33 59 93 143 242 580 1046 2525
2017-10-09 15 2 2 4 5 7 10 15 20 35 62 98 151 255 610 1101 2655
2017-10-16 6 1 1 1 2 3 4 6 8 14 24 38 58 98 235 423 1020
2017-10-23 17 2 3 4 6 8 12 17 22 39 69 109 168 282 675 1214 2924
2017-10-30 6 1 1 1 2 3 4 6 7 13 22 35 54 91 217 390 938
2017-11-06 7 1 1 2 2 3 5 7 9 16 27 43 66 112 266 479 1152
2017-11-13 6 1 1 1 2 3 4 6 8 14 24 38 58 98 233 418 1005
2017-11-20 14 2 2 3 5 6 9 14 18 31 55 87 133 223 532 956 2296
2017-11-27 13 1 2 3 5 6 9 13 16 30 52 81 125 210 500 899 2162
2017-12-04 8 1 1 2 3 3 5 8 10 17 31 48 74 125 298 535 1288
2017-12-11 14 2 2 3 5 6 9 14 18 32 56 88 135 227 543 977 2355
2017-12-18 7 1 1 2 2 3 5 7 9 16 28 45 68 116 277 500 1207
2017-12-25 6 1 1 1 2 2 4 6 7 13 23 36 55 94 225 407 985
2018-01-01 14 2 2 3 5 6 9 14 18 32 57 91 140 238 575 1044 2537
2018-01-08 19 2 3 4 6 8 13 19 25 45 80 128 199 340 822 1501 3662
2018-01-15 4 0 1 1 1 2 3 4 6 11 19 31 48 82 201 368 904
2018-01-22 6 1 1 1 2 3 4 6 8 15 28 45 71 123 302 558 1379
2018-01-29 9 1 1 2 3 4 6 9 12 23 41 67 105 183 450 835 2072
2018-02-05 17 2 2 4 5 7 11 17 22 41 75 122 192 333 821 1523 3778
2018-02-12 30 3 4 7 10 13 20 30 40 74 134 217 343 595 1466 2718 6742
2018-02-19 35 3 5 8 11 15 23 35 47 86 156 253 399 692 1702 3157 7828
2018-02-26 12 1 2 3 4 5 8 12 16 29 52 84 133 230 566 1050 2604
2018-03-05 7 1 1 1 2 3 5 7 9 17 30 48 76 132 326 604 1496
2018-03-12 17 2 2 4 6 7 12 17 23 42 76 124 195 338 830 1539 3814
2018-03-19 20 2 3 4 6 8 13 20 26 48 87 140 221 383 942 1745 4322
2018-03-26 9 1 1 2 3 4 6 9 11 21 38 61 97 167 411 761 1885
2018-04-02 12 1 2 3 4 5 8 12 15 28 50 82 129 223 547 1012 2506
2018-04-09 12 1 2 3 4 5 8 12 15 28 51 82 129 223 547 1011 2502
2018-04-16 23 2 3 5 7 10 15 23 30 56 100 162 254 439 1077 1992 4927
2018-04-23 9 1 1 2 3 4 6 9 12 22 39 63 98 170 417 771 1904
2018-04-30 12 1 2 3 4 5 8 12 16 29 52 84 132 229 560 1034 2555
2018-05-07 10 1 1 2 3 4 7 10 13 24 43 69 108 186 456 843 2079
2018-05-14 32 3 5 7 11 14 22 32 42 78 139 225 352 607 1485 2740 6756
2018-05-21 14 1 2 3 4 6 9 14 18 33 59 95 148 255 623 1148 2829
2018-05-28 9 1 1 2 3 4 6 9 12 21 38 61 96 165 402 741 1825
2018-06-04 13 1 2 3 4 6 9 13 17 31 56 90 141 242 590 1087 2674
2018-06-11 10 1 1 2 3 4 6 10 13 23 41 66 103 177 431 792 1948
2018-06-18 10 1 2 2 3 4 7 10 13 25 44 71 110 189 461 847 2082
2018-06-25 9 1 1 2 3 4 6 9 12 21 38 61 95 163 396 728 1789
2018-07-02 16 2 2 4 5 7 11 16 21 39 69 111 173 298 726 1336 3285
2018-07-09 4 0 1 1 1 2 3 4 5 10 17 28 44 75 185 340 839
2018-07-16 9 1 1 2 3 4 6 9 12 22 39 63 100 174 427 794 1970
2018-07-23 15 1 2 3 5 6 10 15 19 36 64 105 165 287 707 1314 3266
2018-07-30 13 1 2 3 4 5 8 13 16 30 54 87 135 233 570 1051 2589
2018-08-06 13 1 2 3 4 6 9 13 17 32 56 90 140 240 584 1071 2630
2018-08-13 22 2 3 5 7 10 15 22 29 52 93 149 232 397 963 1764 4321
2018-08-20 10 1 1 2 3 4 7 10 13 23 41 66 103 176 426 780 1908
2018-08-27 5 1 1 1 2 2 4 5 7 13 22 36 55 95 229 419 1025
2018-09-03 8 1 1 2 3 4 6 8 11 20 35 55 86 146 355 648 1584
2018-09-10 10 1 1 2 3 4 7 10 13 23 41 65 101 172 417 761 1859
2018-09-17 9 1 1 2 3 4 6 9 11 20 36 57 88 150 363 663 1618
2018-09-24 5 1 1 1 2 2 4 5 7 13 22 36 55 94 226 413 1006
2018-10-01 16 2 2 4 5 7 11 16 20 36 64 102 158 269 648 1181 2877
2018-10-08 8 1 1 2 3 4 5 8 10 19 33 53 82 139 335 610 1483
2018-10-15 28 3 4 7 10 13 19 28 37 66 116 184 284 483 1163 2116 5145
2018-10-22 14 1 2 3 5 6 10 14 18 33 58 92 141 240 576 1048 2544
2018-10-29 11 1 2 3 4 5 7 11 14 25 44 70 107 182 438 795 1930
2018-11-05 7 1 1 2 3 3 5 7 10 17 31 48 74 126 303 551 1336
2018-11-12 8 1 1 2 3 4 6 8 11 19 34 53 82 139 334 607 1471
2018-11-19 18 2 3 4 6 8 12 18 23 41 72 114 175 297 713 1292 3133
2018-11-26 8 1 1 2 3 4 6 8 11 19 34 53 82 139 333 604 1464
2018-12-03 7 1 1 2 2 3 5 7 9 16 28 45 69 116 280 508 1232
2018-12-10 21 2 3 5 7 9 14 21 27 49 85 135 208 354 852 1549 3763
2018-12-17 22 2 3 5 8 10 15 22 29 52 91 145 224 381 918 1672 4071
2018-12-24 18 2 3 4 6 8 12 18 23 42 74 117 181 309 747 1365 3331
2018-12-31 14 1 2 3 5 6 10 14 19 34 60 95 148 253 615 1126 2758
2019-01-07 9 1 1 2 3 4 6 9 12 22 39 63 98 169 412 759 1867
2019-01-14 8 1 1 2 2 3 5 8 10 19 33 54 84 145 356 658 1628
2019-01-21 8 1 1 2 3 3 5 8 11 20 36 58 92 160 394 735 1832
2019-01-28 13 1 2 3 4 5 8 13 17 32 57 94 149 260 646 1209 3025
2019-02-04 13 1 2 3 4 5 9 13 17 33 59 96 152 267 662 1239 3099
2019-02-11 5 0 1 1 2 2 4 5 7 14 25 40 64 111 275 516 1290
2019-02-18 13 1 2 3 4 5 9 13 18 33 59 96 152 266 660 1236 3090
2019-02-25 19 2 3 4 6 8 13 19 26 48 87 141 224 391 969 1813 4534
2019-03-04 15 1 2 3 5 6 10 15 20 36 66 107 170 297 736 1378 3446
2019-03-11 8 1 1 2 3 3 5 8 11 20 37 60 94 165 408 762 1906
2019-03-18 11 1 1 2 3 4 7 11 14 26 48 78 123 214 530 992 2478
2019-03-25 12 1 2 2 4 5 8 12 16 29 53 86 136 238 589 1101 2749
2019-04-01 6 1 1 1 2 3 4 6 8 15 28 45 71 124 306 571 1426
2019-04-08 24 2 3 5 8 10 16 24 32 59 106 172 271 473 1168 2182 5446
2019-04-15 21 2 3 4 7 9 14 21 28 51 92 150 237 413 1019 1902 4744
2019-04-22 12 1 2 3 4 5 8 12 16 29 53 86 136 237 584 1089 2715
2019-04-29 6 1 1 1 2 3 4 6 8 15 28 45 71 124 305 569 1419
2019-05-06 7 1 1 2 2 3 5 7 10 18 32 52 82 143 351 655 1630
2019-05-13 5 0 1 1 2 2 3 5 7 12 22 35 55 96 237 441 1097
2019-05-20 7 1 1 2 2 3 5 7 10 18 31 51 80 139 342 636 1581
2019-05-27 13 1 2 3 4 6 9 13 18 32 58 94 147 256 629 1169 2903
2019-06-03 22 2 3 5 7 9 14 22 29 53 94 152 239 414 1018 1891 4692
2019-06-10 4 0 1 1 1 2 3 4 6 11 19 31 49 85 209 389 964
2019-06-17 8 1 1 2 3 3 5 8 11 20 35 57 89 155 380 704 1746
2019-06-24 15 1 2 3 5 6 10 15 19 36 64 103 161 279 684 1269 3145
2019-07-01 11 1 2 2 4 5 7 11 14 27 47 77 120 208 510 948 2350
2019-07-08 12 1 2 3 4 5 8 12 16 29 52 84 132 230 565 1051 2612
2019-07-15 11 1 1 2 4 5 7 11 15 28 50 81 129 225 556 1041 2602
2019-07-22 14 1 2 3 4 6 9 14 18 34 61 99 158 277 689 1294 3248
2019-07-29 10 1 1 2 3 4 6 10 13 24 43 69 108 188 463 862 2143
2019-08-05 9 1 1 2 3 4 6 9 11 20 37 59 92 159 390 724 1792
2019-08-12 6 1 1 1 2 2 4 6 7 13 24 38 59 102 250 463 1145
2019-08-19 5 0 1 1 2 2 3 5 6 12 21 33 51 89 217 400 987
2019-08-26 9 1 1 2 3 4 6 9 11 21 36 58 91 157 383 707 1743
2019-09-02 9 1 1 2 3 4 6 9 12 22 40 63 99 170 414 764 1883
2019-09-09 5 0 1 1 2 2 3 5 7 12 22 35 54 94 228 420 1035
2019-09-16 7 1 1 2 2 3 5 7 9 17 30 48 75 128 312 575 1415
2019-09-23 9 1 1 2 3 4 6 9 12 21 38 60 94 161 392 722 1775
2019-09-30 10 1 1 2 3 4 7 10 14 25 43 69 108 185 449 827 2031
2019-10-07 18 2 3 4 6 8 12 18 23 42 75 119 184 316 768 1411 3462
2019-10-14 27 3 4 6 9 12 18 27 35 64 114 181 280 481 1166 2140 5248
2019-10-21 18 2 3 4 6 8 12 18 24 43 75 120 185 318 769 1411 3456
2019-10-28 9 1 1 2 3 4 6 9 12 22 39 62 96 164 397 727 1780
2019-11-04 7 1 1 2 2 3 5 7 10 17 30 48 74 127 308 564 1380
2019-11-11 18 2 3 4 6 8 12 18 24 43 76 120 186 317 767 1404 3433
2019-11-18 5 0 1 1 2 2 3 5 6 11 20 32 49 84 204 373 912
2019-11-25 7 1 1 2 2 3 5 7 9 17 29 46 71 122 294 539 1318
2019-12-02 12 1 2 3 4 5 8 12 16 29 52 82 127 217 524 960 2349
2019-12-09 16 1 2 3 5 7 10 16 20 37 65 103 159 273 660 1211 2966
2019-12-16 15 1 2 3 5 7 10 15 20 37 65 103 160 274 664 1220 2995
2019-12-23 8 1 1 2 3 4 6 8 11 20 35 56 86 149 362 666 1639
2019-12-30 6 1 1 1 2 3 4 6 8 15 27 44 68 117 286 529 1305
2020-01-06 11 1 2 2 4 5 8 11 15 27 49 78 122 212 519 964 2389
2020-01-13 11 1 1 2 4 5 7 11 15 27 49 79 123 215 530 990 2466
2020-01-20 11 1 1 2 3 5 7 11 15 28 51 82 130 229 568 1067 2678
2020-01-27 6 0 1 1 2 2 4 6 8 15 27 44 71 125 311 588 1483
2020-02-03 7 1 1 1 2 3 5 7 9 18 32 52 83 147 366 692 1746
2020-02-10 15 1 2 3 5 6 10 15 20 37 68 111 177 313 780 1474 3718
2020-02-17 23 2 3 5 7 9 15 23 31 58 106 173 275 485 1209 2285 5762
2020-02-24 22 2 3 4 7 9 15 22 30 55 101 165 262 462 1151 2174 5481
2020-03-02 10 1 1 2 3 4 7 10 14 25 46 75 119 210 524 989 2494
2020-03-09 8 1 1 1 2 3 5 8 10 19 34 55 88 156 387 731 1844
2020-03-16 13 1 2 3 4 5 9 13 18 33 60 99 157 276 688 1298 3270
2020-03-23 14 1 2 3 4 6 9 14 19 35 64 105 166 293 730 1377 3469
2020-03-30 12 1 1 2 4 5 8 12 16 29 53 86 137 241 600 1132 2850
2020-04-06 12 1 1 2 4 5 8 12 16 29 53 87 138 243 604 1138 2865
2020-04-13 11 1 1 2 3 4 7 11 14 27 49 79 126 221 550 1036 2606
2020-04-20 15 1 2 3 5 6 10 15 20 37 67 109 173 304 755 1422 3576
2020-04-27 33 3 4 7 10 14 22 33 44 81 147 239 379 666 1651 3107 7805
2020-05-04 14 1 2 3 4 6 9 14 19 35 63 102 161 284 703 1322 3319
2020-05-11 28 2 4 6 9 11 18 28 37 68 123 200 316 555 1376 2585 6485
2020-05-18 14 1 2 3 4 6 9 14 19 35 62 101 160 280 693 1302 3262
2020-05-25 3 0 0 1 1 1 2 3 4 8 14 23 37 65 160 300 752
2020-06-01 13 1 2 3 4 5 9 13 17 32 58 94 148 259 640 1200 3003
2020-06-08 13 1 2 3 4 5 9 13 17 32 58 93 147 258 636 1192 2981
2020-06-15 11 1 1 2 3 4 7 11 14 26 46 75 118 206 508 951 2378
2020-06-22 22 2 3 5 7 9 15 22 29 54 97 158 248 433 1069 2001 4999
2020-06-29 4 0 0 1 1 2 2 4 5 9 17 27 42 74 182 340 850
2020-07-06 13 1 2 3 4 6 9 13 18 33 59 96 152 265 656 1230 3079
2020-07-13 21 2 3 4 6 8 14 21 28 51 92 150 238 419 1040 1960 4930
2020-07-20 13 1 2 2 4 5 8 13 18 33 61 100 159 284 712 1354 3439
2020-07-27 13 1 2 3 4 5 8 13 17 32 57 93 147 259 641 1208 3035
2020-08-03 11 1 1 2 4 5 8 11 15 28 50 80 126 221 545 1020 2550
2020-08-10 7 1 1 1 2 3 4 7 9 16 28 46 71 124 306 572 1425
2020-08-17 8 1 1 2 2 3 5 8 10 19 33 54 84 147 361 673 1674
2020-08-24 13 1 2 3 4 6 9 13 17 32 56 91 142 247 606 1130 2810
2020-08-31 19 2 2 4 6 8 12 19 24 45 80 128 200 348 854 1590 3951
2020-09-07 10 1 1 2 3 4 7 10 13 25 44 71 111 192 471 875 2174
2020-09-14 7 1 1 2 2 3 5 7 10 18 31 50 78 136 334 620 1539
2020-09-21 14 1 2 3 5 6 9 14 19 34 61 97 152 264 645 1199 2972
2020-09-28 21 2 3 5 7 9 14 21 28 51 91 146 228 394 964 1790 4433
2020-10-05 9 1 1 2 3 4 6 9 12 22 39 63 98 169 412 765 1893
2020-10-12 12 1 2 3 4 5 8 12 16 29 51 82 128 221 540 1001 2474
2020-10-19 9 1 1 2 3 4 6 9 12 22 39 62 97 168 408 756 1866
2020-10-26 14 1 2 3 4 6 9 14 18 33 58 93 144 248 604 1117 2757
2020-11-02 7 1 1 2 2 3 5 7 10 18 31 50 77 134 325 601 1481
2020-11-09 13 1 2 3 4 5 9 13 17 30 54 86 133 229 556 1028 2533
2020-11-16 14 1 2 3 5 6 10 14 19 34 60 96 149 256 624 1152 2838
2020-11-23 6 1 1 1 2 3 4 6 8 14 25 40 62 107 259 478 1179
2020-11-30 10 1 1 2 3 4 7 10 13 24 43 68 106 183 445 822 2027
2020-12-07 17 1 2 4 5 7 11 17 22 40 71 114 177 306 745 1378 3400
2020-12-14 9 1 1 2 3 4 6 9 12 22 38 61 95 164 400 741 1831
2020-12-21 16 1 2 3 5 7 11 16 21 39 69 110 172 298 728 1352 3350
2020-12-28 6 1 1 1 2 3 4 6 8 15 26 43 66 116 283 528 1313
2021-01-04 16 1 2 3 5 7 11 16 21 39 69 112 175 306 752 1406 3509
2021-01-11 9 1 1 2 3 4 6 9 11 21 38 61 96 169 418 786 1972
2021-01-18 21 2 3 4 6 9 14 21 28 53 96 156 248 437 1089 2061 5202
2021-01-25 13 1 1 2 4 5 8 13 17 32 59 96 154 274 689 1314 3341
2021-02-01 8 1 1 2 2 3 5 8 11 20 37 61 97 173 433 825 2099
2021-02-08 8 1 1 1 2 3 5 8 11 20 36 59 95 169 423 806 2050
2021-02-15 16 1 2 3 5 6 10 16 21 40 73 120 192 342 857 1634 4154
2021-02-22 40 3 5 8 12 16 26 40 55 102 186 306 488 869 2179 4152 10556
2021-03-01 15 1 2 3 4 6 9 15 20 37 67 110 176 313 784 1493 3794
2021-03-08 13 1 2 3 4 5 8 13 18 33 60 98 157 280 701 1335 3393
2021-03-15 12 1 1 2 4 5 8 12 16 30 54 89 142 253 634 1208 3068
2021-03-22 8 1 1 2 2 3 5 8 11 20 37 60 96 170 426 811 2060
2021-03-29 14 1 2 3 4 5 9 14 18 34 62 102 162 288 721 1371 3480
2021-04-05 29 2 3 6 9 12 19 29 39 73 132 216 344 612 1530 2910 7384
2021-04-12 8 1 1 2 2 3 5 8 11 21 37 61 98 173 433 823 2086
2021-04-19 13 1 1 2 4 5 8 13 17 31 57 93 148 263 656 1246 3159
2021-04-26 14 1 2 3 4 6 9 14 18 34 62 101 161 285 712 1352 3425
2021-05-03 13 1 2 3 4 5 8 13 17 32 59 96 152 269 672 1276 3229
2021-05-10 9 1 1 2 3 4 6 9 13 23 42 69 109 194 483 915 2315
2021-05-17 14 1 2 3 4 6 9 14 19 35 63 102 162 286 713 1350 3412
2021-05-24 7 1 1 1 2 3 5 7 10 18 33 54 86 151 377 713 1800
2021-05-31 8 1 1 2 2 3 5 8 10 19 35 57 90 158 394 746 1881
2021-06-07 13 1 2 3 4 5 9 13 18 33 60 97 154 272 676 1277 3221
2021-06-14 11 1 1 2 3 4 7 11 14 26 47 77 121 214 532 1005 2532
2021-06-21 15 1 2 3 5 6 10 15 20 37 66 108 170 300 745 1406 3542
2021-06-28 16 1 2 3 5 7 11 16 22 41 73 119 188 332 824 1557 3921
2021-07-05 10 1 1 2 3 4 6 10 13 25 44 72 113 200 498 942 2376
2021-07-12 22 2 3 4 7 9 14 22 30 55 100 163 260 461 1150 2185 5533
2021-07-19 12 1 1 2 3 5 8 12 16 31 56 93 149 266 671 1285 3285
2021-07-26 15 1 2 3 4 6 10 15 20 38 68 111 177 314 785 1493 3786
2021-08-02 9 1 1 2 3 4 6 9 12 23 41 67 105 186 462 872 2199
2021-08-09 11 1 1 2 3 5 7 11 15 27 49 78 124 218 539 1015 2550
2021-08-16 11 1 1 2 3 5 7 11 15 28 50 81 127 223 551 1036 2599
2021-08-23 8 1 1 2 2 3 5 8 11 20 35 57 89 156 386 725 1818
2021-08-30 6 0 1 1 2 3 4 6 9 16 28 45 71 125 308 579 1450
2021-09-06 9 1 1 2 3 4 6 9 12 22 40 65 101 178 438 823 2060
2021-09-13 13 1 2 3 4 5 8 13 17 31 56 90 142 248 611 1146 2866
2021-09-20 12 1 2 3 4 5 8 12 16 30 53 86 135 236 580 1088 2719
2021-09-27 5 0 1 1 1 2 3 5 6 12 21 33 52 92 225 422 1054
2021-10-04 4 0 0 1 1 2 3 4 5 10 17 27 43 75 184 345 860
2021-10-11 17 1 2 3 5 7 11 17 22 40 72 115 180 315 773 1444 3600
2021-10-18 21 2 3 4 7 9 14 21 28 52 92 147 229 399 979 1828 4552
2021-10-25 12 1 1 2 4 5 8 12 15 28 50 80 124 216 530 988 2459
2021-11-01 14 1 2 3 5 6 10 14 19 35 62 99 154 268 656 1224 3042
2021-11-08 9 1 1 2 3 4 6 9 12 23 40 64 100 173 424 791 1965
2021-11-15 18 1 2 4 6 7 12 18 23 42 75 119 186 323 791 1474 3661
2021-11-22 8 1 1 2 3 3 6 8 11 20 36 57 89 155 378 705 1750
2021-11-29 14 1 2 3 4 6 9 14 18 34 60 96 149 260 636 1185 2945
2021-12-06 14 1 2 3 4 6 9 14 18 33 59 95 148 257 630 1174 2921
2021-12-13 12 1 1 2 4 5 8 12 16 28 51 81 126 221 541 1011 2519
2021-12-20 10 1 1 2 3 4 7 10 13 24 43 68 107 187 459 860 2147
2021-12-27 9 1 1 2 3 4 6 9 11 21 38 61 95 167 413 775 1940
2022-01-03 11 1 1 2 3 5 7 11 15 28 49 80 125 220 546 1028 2585
2022-01-10 14 1 2 3 4 6 9 14 19 35 63 103 163 287 715 1354 3420
2022-01-17 13 1 1 2 4 5 8 13 17 32 58 95 151 270 675 1286 3269
2022-01-24 11 1 1 2 3 4 7 11 15 28 52 85 137 246 620 1190 3048
2022-01-31 15 1 2 3 4 6 10 15 21 39 72 118 190 342 863 1660 4254
2022-02-07 14 1 1 3 4 5 9 14 19 36 65 107 172 309 781 1501 3848
2022-02-14 9 1 1 2 3 4 6 9 13 24 44 73 117 211 532 1022 2620
2022-02-21 7 0 1 1 2 3 4 7 9 17 31 52 83 149 376 722 1850
2022-02-28 24 2 3 4 7 9 15 24 32 60 110 181 290 520 1311 2519 6452
2022-03-07 17 1 2 3 5 7 11 17 23 44 80 132 212 380 957 1839 4710
2022-03-14 62 4 7 11 18 24 40 62 84 158 288 473 759 1361 3431 6589 16870
2022-03-21 11 1 1 2 3 4 7 11 15 29 53 87 139 249 626 1202 3077
2022-03-28 10 1 1 2 3 4 7 10 14 27 49 80 128 230 579 1110 2840
2022-04-04 17 1 2 3 5 7 11 17 24 44 81 133 212 380 957 1835 4693
2022-04-11 8 1 1 1 2 3 5 8 11 20 36 60 95 171 430 824 2106
2022-04-18 12 1 1 2 3 5 8 12 16 30 54 89 142 253 637 1220 3115
2022-04-25 26 2 3 5 7 10 17 26 35 65 118 193 309 552 1388 2657 6783
2022-05-02 13 1 1 2 4 5 8 13 17 33 59 97 155 277 696 1331 3396
2022-05-09 10 1 1 2 3 4 6 10 13 25 45 74 118 210 527 1007 2566
2022-05-16 13 1 1 2 4 5 8 13 17 32 58 96 152 272 681 1300 3312
2022-05-23 10 1 1 2 3 4 6 10 13 24 44 72 115 205 514 981 2497
2022-05-30 8 1 1 2 2 3 5 8 11 21 38 62 99 176 439 838 2131
2022-06-06 13 1 1 2 4 5 8 13 17 32 59 95 152 270 675 1286 3269
2022-06-13 10 1 1 2 3 4 7 10 14 26 47 77 122 217 543 1034 2627
2022-06-20 8 1 1 1 2 3 5 8 11 20 35 58 91 163 406 773 1962
2022-06-27 7 0 1 1 2 3 5 7 9 18 32 52 82 146 365 696 1766
2022-07-04 11 1 1 2 3 4 7 11 14 27 48 79 125 223 558 1064 2704
2022-07-11 13 1 1 2 4 5 8 13 17 33 59 97 155 276 693 1326 3382
2022-07-18 17 1 2 3 5 7 11 17 23 44 80 132 213 384 972 1875 4821
2022-07-25 11 1 1 2 3 4 7 11 15 29 52 85 137 245 617 1184 3030
2022-08-01 19 1 2 4 6 7 12 19 25 47 85 138 220 391 979 1866 4741
2022-08-08 10 1 1 2 3 4 6 10 13 25 44 72 114 202 504 957 2424
2022-08-15 8 1 1 1 2 3 5 8 10 19 34 56 88 156 388 736 1862
2022-08-22 13 1 1 2 4 5 8 13 17 31 56 91 144 254 631 1197 3024
2022-08-29 10 1 1 2 3 4 6 10 13 24 44 71 112 198 491 930 2347
2022-09-05 6 0 1 1 2 2 4 6 8 14 26 41 65 115 285 540 1362
2022-09-12 5 0 1 1 2 2 4 5 7 13 24 39 61 108 267 505 1273
2022-09-19 12 1 1 2 4 5 8 12 16 30 54 86 136 240 594 1123 2828
2022-09-26 12 1 1 2 3 5 8 12 15 28 51 82 128 226 560 1057 2661
2022-10-03 8 1 1 2 2 3 5 8 10 19 34 54 86 151 373 703 1769
2022-10-10 7 0 1 1 2 3 5 7 9 17 30 49 76 134 331 624 1568
2022-10-17 10 1 1 2 3 4 7 10 13 24 43 70 110 193 475 895 2246
2022-10-24 14 1 2 3 4 6 9 14 19 34 61 98 154 271 667 1255 3147
2022-10-31 11 1 1 2 3 5 7 11 15 27 48 77 120 211 520 978 2451
2022-11-07 7 1 1 1 2 3 5 7 10 18 31 50 78 138 339 637 1594
2022-11-14 8 1 1 2 3 3 5 8 11 20 36 57 90 157 387 726 1818
2022-11-21 5 0 1 1 2 2 3 5 7 12 21 34 54 94 232 435 1089
2022-11-28 13 1 2 3 4 5 9 13 17 32 56 90 141 248 611 1148 2874
2022-12-05 9 1 1 2 3 4 6 9 11 21 37 60 94 165 407 766 1920
2022-12-12 7 0 1 1 2 3 4 7 9 16 29 47 74 130 320 603 1514
2022-12-19 18 1 2 4 5 7 12 18 24 45 80 128 202 355 878 1657 4166
2022-12-26 12 1 1 2 4 5 8 12 16 29 53 85 134 236 586 1108 2794
2023-01-02 10 1 1 2 3 4 7 10 14 26 46 75 118 209 521 989 2502
2023-01-09 9 1 1 2 3 4 6 9 12 23 41 67 106 190 474 905 2301
2023-01-16 13 1 1 2 4 5 8 13 17 33 59 97 154 277 697 1338 3422
2023-01-23 12 1 1 2 3 5 8 12 16 30 56 92 148 268 680 1315 3388
2023-01-30 13 1 1 2 4 5 9 13 18 35 64 106 171 309 785 1523 3933
2023-02-06 6 0 1 1 2 2 4 6 9 17 31 51 82 149 379 735 1897
2023-02-13 17 1 2 3 5 7 11 17 24 45 83 137 221 400 1016 1969 5083
2023-02-20 19 1 2 3 5 7 12 19 26 50 91 150 242 437 1109 2150 5549
2023-02-27 15 1 1 3 4 6 9 15 20 38 70 115 185 335 849 1645 4246
2023-03-06 14 1 1 2 4 5 9 14 19 36 65 108 174 315 799 1547 3991
2023-03-13 9 1 1 2 3 4 6 9 13 24 44 72 116 210 531 1029 2654
2023-03-20 7 0 1 1 2 3 4 7 9 18 32 53 86 155 392 758 1955
2023-03-27 22 1 2 4 6 9 14 22 30 58 105 173 279 504 1277 2470 6368
2023-04-03 8 0 1 1 2 3 5 8 11 20 37 61 98 176 446 863 2222
2023-04-10 15 1 1 3 4 6 9 15 20 38 69 114 183 330 836 1616 4161
2023-04-17 23 1 2 4 6 9 14 23 31 58 106 174 279 504 1274 2460 6332
2023-04-24 11 1 1 2 3 4 7 11 15 28 50 82 132 239 603 1165 2996
2023-05-01 22 1 2 4 6 8 14 22 29 55 101 165 265 478 1207 2329 5988
2023-05-08 12 1 1 2 3 5 7 12 16 30 54 89 143 258 650 1254 3220
2023-05-15 18 1 2 3 5 7 12 18 25 47 86 141 225 405 1021 1966 5046
2023-05-22 12 1 1 2 3 5 8 12 16 31 56 92 148 265 669 1287 3301
2023-05-29 27 2 3 5 8 10 17 27 36 69 124 203 325 584 1470 2828 7247
2023-06-05 11 1 1 2 3 4 7 11 16 29 53 86 138 248 623 1198 3067
2023-06-12 12 1 1 2 4 5 8 12 17 31 57 92 147 264 664 1276 3265
2023-06-19 11 1 1 2 3 4 7 11 14 27 49 80 128 229 576 1106 2830
2023-06-26 21 1 2 4 6 8 14 21 28 53 96 157 250 449 1127 2163 5533
2023-07-03 16 1 2 3 5 6 10 16 22 41 74 121 193 346 871 1673 4282
2023-07-10 15 1 1 3 4 6 9 15 20 38 68 112 179 322 813 1566 4021
2023-07-17 11 1 1 2 3 4 7 11 15 29 53 88 142 258 655 1273 3293
2023-07-24 8 0 1 1 2 3 5 8 11 22 40 66 106 191 485 941 2429
2023-07-31 20 1 2 4 6 8 13 20 26 50 90 148 236 424 1066 2050 5252
2023-08-07 21 1 2 4 6 8 14 21 29 54 97 159 252 452 1132 2170 5539
2023-08-14 7 0 1 1 2 3 4 7 9 17 31 50 80 142 356 682 1737
2023-08-21 4 0 0 1 1 2 3 4 5 10 18 30 47 84 209 400 1018
2023-08-28 13 1 1 2 4 5 8 13 18 33 59 96 152 270 675 1289 3280
2023-09-04 26 2 3 5 8 10 17 26 35 65 117 190 301 536 1338 2553 6491
2023-09-11 9 1 1 2 3 4 6 9 12 22 40 65 103 184 459 875 2222
2023-09-18 10 1 1 2 3 4 6 10 13 24 44 71 112 199 496 946 2400
2023-09-25 21 1 2 4 6 8 14 21 28 52 93 151 238 423 1053 2004 5082
2023-10-02 11 1 1 2 3 5 7 11 15 28 51 82 129 230 572 1088 2757
2023-10-09 5 0 1 1 2 2 3 5 7 13 23 37 58 104 257 489 1238
2023-10-16 6 0 1 1 2 2 4 6 8 15 27 44 69 123 305 578 1463
2023-10-23 14 1 2 3 4 6 9 14 19 35 63 102 160 283 703 1333 3366
2023-10-30 8 0 1 1 2 3 5 8 10 19 35 56 88 155 384 729 1839
2023-11-06 16 1 2 3 5 7 11 16 22 40 72 115 181 321 794 1504 3794
2023-11-13 16 1 2 3 5 7 11 16 22 40 72 115 181 321 794 1502 3787
2023-11-20 5 0 1 1 2 2 3 5 7 13 23 37 59 104 257 486 1224
2023-11-27 11 1 1 2 3 5 7 11 15 28 50 80 126 223 553 1046 2637
2023-12-04 7 0 1 1 2 3 5 7 9 17 31 50 78 138 341 646 1629
2023-12-11 15 1 2 3 4 6 10 15 20 38 67 108 169 300 744 1410 3559
2023-12-18 9 1 1 2 3 4 6 9 12 22 40 64 101 178 443 841 2125
2023-12-25 7 0 1 1 2 3 5 7 10 18 32 51 81 143 356 676 1712

Korcsoportok szerinti elemzés

Az elemzés célja az, hogy a rendelkezésre álló 23 évnyi heti generált realisztikus mortalitási adatsorból korcsoportonként megbecsüljük a várható halálozást, a hosszú távú trend és szezonális ingadozások figyelembevételével. Ehhez az excessmort R csomag Acosta-Irizarry modelljént alkalmaztam.

A modell bemenete minden korcsoportra külön egy idősor, amely tartalmazza:

  • dátum (date)
  • halálozási esetszám (outcome)
  • népesség (population) - konstans 1
  • év (year)

A 23 évnyi adatból a legkorábbi 20 év szolgált a modell tanítására, míg a 21. év adatait kizártam a fitből, hogy a modell azokra független előrejelzést adjon. A kizárás az exclude argumentummal történik, amely megakadályozza, hogy a modell bármilyen információt felhasználjon a vizsgált évből.

A weekly struktúra miatt a modellbe:

  • frequency = 52
  • weekday-effect = FALSE

beállításokat alkalmaztam, mivel heti adatok esetén a hét napjai nem változnak, így a “weekday effect” nem értelmezhető.

A baseline halálozást a compute_expected() függvény határozza meg, amely spline-alapú trendet és Fourier-alapú szezonális komponenst illeszt kizárólag tanírásra használt időszakra, majd ezt kiterjeszti az előrejelzendő időszakra. A függvény kimenete az alábbi:

  • expected: várható halálozás
  • excluded: logikai érték, jelzi, hogy a megfigyelés szerepelt-e a modell illesztésében (a 21. év minden napja TRUE)
  • egyesített trend-szezonalitás modell által becsült baseline

Az elemzés eredménye két fő adatkeretben került elmentésre:

  • results_all: teljes baseline minden évre, korcsoportonként
  • predictions_1y: a 21. év előrejelzett baseline értékei

Korcsoportok szerinti elemzés: 20 ÉV TANÍTÁS + 1 ÉVES ELŐREJELZÉS

#-----------------------------------------------------------
# 1. Adathalmaz előkészítése
#-----------------------------------------------------------
data <- data_original


#-----------------------------------------------------------
# 2. Évek meghatározása
#-----------------------------------------------------------
years <- sort(unique(year(data$date)))

baseline_years <- years[1:20]     # 20 év tanítás
forecast_year  <- years[21]       # 1 év előrejelzés


#-----------------------------------------------------------
# 3. A 21. év dátumai (exclude)
#-----------------------------------------------------------
exclude_dates <- data %>%
  filter(year(date) == forecast_year) %>%
  pull(date)


#-----------------------------------------------------------
# 4. KORCSOPORT LISTA (oszlopnevek a date kivételével)
#-----------------------------------------------------------
agegroups <- colnames(data)[colnames(data) != "date"]


#-----------------------------------------------------------
# 5. EREDMÉNYTÁBLA LÉTREHOZÁSA
#-----------------------------------------------------------
results <- list()


#-----------------------------------------------------------
# 6. ITERÁLÁS MINDEN KORCSOPORTON
#-----------------------------------------------------------
for (ag in agegroups) {

  message("Futtatás korcsoport: ", ag)
  df <- data %>%
    select(date, outcome = all_of(ag)) %>%
    mutate(
      population = 1,                # konstans populáció
      year       = year(date)
    )

  # compute_expected futtatása
  expected_df <- compute_expected(
    counts          = df,
    exclude         = exclude_dates,
    frequency       = 52,           # heti adatra 52
    weekday.effect  = FALSE,
    keep.components = TRUE,
    verbose         = FALSE
  )

  # Eredmény elmentése listába
  expected_df$agegroup <- ag
  results[[ag]] <- expected_df
}
## Futtatás korcsoport: 0-4
## Futtatás korcsoport: 5-9
## Futtatás korcsoport: 10-14
## Futtatás korcsoport: 15-19
## Futtatás korcsoport: 20-24
## Futtatás korcsoport: 25-29
## Futtatás korcsoport: 30-34
## Futtatás korcsoport: 35-39
## Futtatás korcsoport: 40-44
## Futtatás korcsoport: 45-49
## Futtatás korcsoport: 50-54
## Futtatás korcsoport: 55-59
## Futtatás korcsoport: 60-64
## Futtatás korcsoport: 65-69
## Futtatás korcsoport: 70-74
## Futtatás korcsoport: 75-79
## Futtatás korcsoport: 80+
#-----------------------------------------------------------
# 7. EREDMÉNYEK ÖSSZEFŰZÉSE
#-----------------------------------------------------------
results_all <- bind_rows(results)


#-----------------------------------------------------------
# 8. 21. év előrejelzése kiszedve
#-----------------------------------------------------------
predictions_1y <- results_all %>%
  filter(year == forecast_year) %>%
  select(date, agegroup, outcome, expected, excluded) %>%
  mutate(expected_int = round(expected))

#-----------------------------------------------------------
# A végeredmény:
# - results_all   : minden korcsoportra az expected baseline
# - predictions_1y: csak a 21. év előrejelzése korcsoportonként
#-----------------------------------------------------------

head(predictions_1y)
##         date agegroup outcome expected excluded expected_int
## 1 2021-01-04      0-4      16 12.31926     TRUE           12
## 2 2021-01-11      0-4       9 12.57796     TRUE           13
## 3 2021-01-18      0-4      21 12.84095     TRUE           13
## 4 2021-01-25      0-4      13 13.10028     TRUE           13
## 5 2021-02-01      0-4       8 13.34780     TRUE           13
## 6 2021-02-08      0-4       8 13.57557     TRUE           14
kable(predictions_1y,
      caption = "Eredményül kapott adatsor",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Eredményül kapott adatsor
date agegroup outcome expected excluded expected_int
2021-01-04 0-4 16 12.3192602 TRUE 12
2021-01-11 0-4 9 12.5779638 TRUE 13
2021-01-18 0-4 21 12.8409519 TRUE 13
2021-01-25 0-4 13 13.1002801 TRUE 13
2021-02-01 0-4 8 13.3477975 TRUE 13
2021-02-08 0-4 8 13.5755742 TRUE 14
2021-02-15 0-4 16 13.7763614 TRUE 14
2021-02-22 0-4 40 13.9440416 TRUE 14
2021-03-01 0-4 15 14.0740205 TRUE 14
2021-03-08 0-4 13 14.1635148 TRUE 14
2021-03-15 0-4 12 14.2117007 TRUE 14
2021-03-22 0-4 8 14.2197058 TRUE 14
2021-03-29 0-4 14 14.1904456 TRUE 14
2021-04-05 0-4 29 14.1283275 TRUE 14
2021-04-12 0-4 8 14.0388577 TRUE 14
2021-04-19 0-4 13 13.9281971 TRUE 14
2021-04-26 0-4 14 13.8027105 TRUE 14
2021-05-03 0-4 13 13.6685480 TRUE 14
2021-05-10 0-4 9 13.5312897 TRUE 14
2021-05-17 0-4 14 13.3956690 TRUE 13
2021-05-24 0-4 7 13.2653831 TRUE 13
2021-05-31 0-4 8 13.1429899 TRUE 13
2021-06-07 0-4 13 13.0298831 TRUE 13
2021-06-14 0-4 11 12.9263381 TRUE 13
2021-06-21 0-4 15 12.8316199 TRUE 13
2021-06-28 0-4 16 12.7441418 TRUE 13
2021-07-05 0-4 10 12.6616685 TRUE 13
2021-07-12 0-4 22 12.5815535 TRUE 13
2021-07-19 0-4 12 12.5009985 TRUE 13
2021-07-26 0-4 15 12.4173235 TRUE 12
2021-08-02 0-4 9 12.3282278 TRUE 12
2021-08-09 0-4 11 12.2320269 TRUE 12
2021-08-16 0-4 11 12.1278437 TRUE 12
2021-08-23 0-4 8 12.0157392 TRUE 12
2021-08-30 0-4 6 11.8967706 TRUE 12
2021-09-06 0-4 9 11.7729728 TRUE 12
2021-09-13 0-4 13 11.6472668 TRUE 12
2021-09-20 0-4 12 11.5233069 TRUE 12
2021-09-27 0-4 5 11.4052819 TRUE 11
2021-10-04 0-4 4 11.2976932 TRUE 11
2021-10-11 0-4 17 11.2051252 TRUE 11
2021-10-18 0-4 21 11.1320277 TRUE 11
2021-10-25 0-4 12 11.0825182 TRUE 11
2021-11-01 0-4 14 11.0602114 TRUE 11
2021-11-08 0-4 9 11.0680742 TRUE 11
2021-11-15 0-4 18 11.1083033 TRUE 11
2021-11-22 0-4 8 11.1822201 TRUE 11
2021-11-29 0-4 14 11.2901778 TRUE 11
2021-12-06 0-4 14 11.4314784 TRUE 11
2021-12-13 0-4 12 11.6043037 TRUE 12
2021-12-20 0-4 10 11.8056653 TRUE 12
2021-12-27 0-4 9 12.0313885 TRUE 12
2021-01-04 5-9 1 1.0384028 TRUE 1
2021-01-11 5-9 1 1.0368236 TRUE 1
2021-01-18 5-9 2 1.0356746 TRUE 1
2021-01-25 5-9 1 1.0350379 TRUE 1
2021-02-01 5-9 1 1.0349576 TRUE 1
2021-02-08 5-9 1 1.0354369 TRUE 1
2021-02-15 5-9 1 1.0364355 TRUE 1
2021-02-22 5-9 3 1.0378706 TRUE 1
2021-03-01 5-9 1 1.0396202 TRUE 1
2021-03-08 5-9 1 1.0415283 TRUE 1
2021-03-15 5-9 1 1.0434129 TRUE 1
2021-03-22 5-9 1 1.0450753 TRUE 1
2021-03-29 5-9 1 1.0463119 TRUE 1
2021-04-05 5-9 2 1.0469262 TRUE 1
2021-04-12 5-9 1 1.0467411 TRUE 1
2021-04-19 5-9 1 1.0456112 TRUE 1
2021-04-26 5-9 1 1.0434326 TRUE 1
2021-05-03 5-9 1 1.0401510 TRUE 1
2021-05-10 5-9 1 1.0357665 TRUE 1
2021-05-17 5-9 1 1.0303343 TRUE 1
2021-05-24 5-9 1 1.0239627 TRUE 1
2021-05-31 5-9 1 1.0168070 TRUE 1
2021-06-07 5-9 1 1.0090604 TRUE 1
2021-06-14 5-9 1 1.0009438 TRUE 1
2021-06-21 5-9 1 0.9926927 TRUE 1
2021-06-28 5-9 1 0.9845455 TRUE 1
2021-07-05 5-9 1 0.9767313 TRUE 1
2021-07-12 5-9 2 0.9694588 TRUE 1
2021-07-19 5-9 1 0.9629080 TRUE 1
2021-07-26 5-9 1 0.9572222 TRUE 1
2021-08-02 5-9 1 0.9525036 TRUE 1
2021-08-09 5-9 1 0.9488101 TRUE 1
2021-08-16 5-9 1 0.9461542 TRUE 1
2021-08-23 5-9 1 0.9445045 TRUE 1
2021-08-30 5-9 0 0.9437879 TRUE 1
2021-09-06 5-9 1 0.9438945 TRUE 1
2021-09-13 5-9 1 0.9446835 TRUE 1
2021-09-20 5-9 1 0.9459910 TRUE 1
2021-09-27 5-9 0 0.9476386 TRUE 1
2021-10-04 5-9 0 0.9494429 TRUE 1
2021-10-11 5-9 1 0.9512258 TRUE 1
2021-10-18 5-9 2 0.9528243 TRUE 1
2021-10-25 5-9 1 0.9540994 TRUE 1
2021-11-01 5-9 1 0.9549442 TRUE 1
2021-11-08 5-9 1 0.9552897 TRUE 1
2021-11-15 5-9 1 0.9551074 TRUE 1
2021-11-22 5-9 1 0.9544104 TRUE 1
2021-11-29 5-9 1 0.9532508 TRUE 1
2021-12-06 5-9 1 0.9517147 TRUE 1
2021-12-13 5-9 1 0.9499151 TRUE 1
2021-12-20 5-9 1 0.9479834 TRUE 1
2021-12-27 5-9 1 0.9460590 TRUE 1
2021-01-04 10-14 2 1.5412748 TRUE 2
2021-01-11 10-14 1 1.5467904 TRUE 2
2021-01-18 10-14 3 1.5527312 TRUE 2
2021-01-25 10-14 1 1.5589474 TRUE 2
2021-02-01 10-14 1 1.5652643 TRUE 2
2021-02-08 10-14 1 1.5714880 TRUE 2
2021-02-15 10-14 2 1.5774113 TRUE 2
2021-02-22 10-14 5 1.5828222 TRUE 2
2021-03-01 10-14 2 1.5875126 TRUE 2
2021-03-08 10-14 2 1.5912876 TRUE 2
2021-03-15 10-14 1 1.5939744 TRUE 2
2021-03-22 10-14 1 1.5954309 TRUE 2
2021-03-29 10-14 2 1.5955524 TRUE 2
2021-04-05 10-14 3 1.5942775 TRUE 2
2021-04-12 10-14 1 1.5915905 TRUE 2
2021-04-19 10-14 1 1.5875225 TRUE 2
2021-04-26 10-14 2 1.5821493 TRUE 2
2021-05-03 10-14 2 1.5755871 TRUE 2
2021-05-10 10-14 1 1.5679866 TRUE 2
2021-05-17 10-14 2 1.5595249 TRUE 2
2021-05-24 10-14 1 1.5503970 TRUE 2
2021-05-31 10-14 1 1.5408064 TRUE 2
2021-06-07 10-14 2 1.5309563 TRUE 2
2021-06-14 10-14 1 1.5210409 TRUE 2
2021-06-21 10-14 2 1.5112388 TRUE 2
2021-06-28 10-14 2 1.5017068 TRUE 2
2021-07-05 10-14 1 1.4925755 TRUE 1
2021-07-12 10-14 3 1.4839472 TRUE 1
2021-07-19 10-14 1 1.4758950 TRUE 1
2021-07-26 10-14 2 1.4684632 TRUE 1
2021-08-02 10-14 1 1.4616695 TRUE 1
2021-08-09 10-14 1 1.4555088 TRUE 1
2021-08-16 10-14 1 1.4499568 TRUE 1
2021-08-23 10-14 1 1.4449757 TRUE 1
2021-08-30 10-14 1 1.4405189 TRUE 1
2021-09-06 10-14 1 1.4365370 TRUE 1
2021-09-13 10-14 2 1.4329828 TRUE 1
2021-09-20 10-14 2 1.4298158 TRUE 1
2021-09-27 10-14 1 1.4270065 TRUE 1
2021-10-04 10-14 0 1.4245387 TRUE 1
2021-10-11 10-14 2 1.4224114 TRUE 1
2021-10-18 10-14 3 1.4206388 TRUE 1
2021-10-25 10-14 1 1.4192497 TRUE 1
2021-11-01 10-14 2 1.4182847 TRUE 1
2021-11-08 10-14 1 1.4177931 TRUE 1
2021-11-15 10-14 2 1.4178286 TRUE 1
2021-11-22 10-14 1 1.4184441 TRUE 1
2021-11-29 10-14 2 1.4196868 TRUE 1
2021-12-06 10-14 2 1.4215925 TRUE 1
2021-12-13 10-14 1 1.4241811 TRUE 1
2021-12-20 10-14 1 1.4274514 TRUE 1
2021-12-27 10-14 1 1.4313783 TRUE 1
2021-01-04 15-19 3 2.5046714 TRUE 3
2021-01-11 15-19 2 2.5199005 TRUE 3
2021-01-18 15-19 4 2.5357298 TRUE 3
2021-01-25 15-19 2 2.5518428 TRUE 3
2021-02-01 15-19 2 2.5678892 TRUE 3
2021-02-08 15-19 1 2.5834939 TRUE 3
2021-02-15 15-19 3 2.5982687 TRUE 3
2021-02-22 15-19 8 2.6118253 TRUE 3
2021-03-01 15-19 3 2.6237896 TRUE 3
2021-03-08 15-19 3 2.6338167 TRUE 3
2021-03-15 15-19 2 2.6416053 TRUE 3
2021-03-22 15-19 2 2.6469101 TRUE 3
2021-03-29 15-19 3 2.6495531 TRUE 3
2021-04-05 15-19 6 2.6494308 TRUE 3
2021-04-12 15-19 2 2.6465187 TRUE 3
2021-04-19 15-19 2 2.6408711 TRUE 3
2021-04-26 15-19 3 2.6326178 TRUE 3
2021-05-03 15-19 3 2.6219567 TRUE 3
2021-05-10 15-19 2 2.6091436 TRUE 3
2021-05-17 15-19 3 2.5944797 TRUE 3
2021-05-24 15-19 1 2.5782978 TRUE 3
2021-05-31 15-19 2 2.5609477 TRUE 3
2021-06-07 15-19 3 2.5427825 TRUE 3
2021-06-14 15-19 2 2.5241458 TRUE 3
2021-06-21 15-19 3 2.5053606 TRUE 3
2021-06-28 15-19 3 2.4867206 TRUE 2
2021-07-05 15-19 2 2.4684839 TRUE 2
2021-07-12 15-19 4 2.4508696 TRUE 2
2021-07-19 15-19 2 2.4340556 TRUE 2
2021-07-26 15-19 3 2.4181804 TRUE 2
2021-08-02 15-19 2 2.4033455 TRUE 2
2021-08-09 15-19 2 2.3896197 TRUE 2
2021-08-16 15-19 2 2.3770453 TRUE 2
2021-08-23 15-19 2 2.3656436 TRUE 2
2021-08-30 15-19 1 2.3554221 TRUE 2
2021-09-06 15-19 2 2.3463808 TRUE 2
2021-09-13 15-19 3 2.3385180 TRUE 2
2021-09-20 15-19 3 2.3318355 TRUE 2
2021-09-27 15-19 1 2.3263428 TRUE 2
2021-10-04 15-19 1 2.3220587 TRUE 2
2021-10-11 15-19 3 2.3190133 TRUE 2
2021-10-18 15-19 4 2.3172465 TRUE 2
2021-10-25 15-19 2 2.3168063 TRUE 2
2021-11-01 15-19 3 2.3177449 TRUE 2
2021-11-08 15-19 2 2.3201140 TRUE 2
2021-11-15 15-19 4 2.3239589 TRUE 2
2021-11-22 15-19 2 2.3293120 TRUE 2
2021-11-29 15-19 3 2.3361863 TRUE 2
2021-12-06 15-19 3 2.3445686 TRUE 2
2021-12-13 15-19 2 2.3544134 TRUE 2
2021-12-20 15-19 2 2.3656375 TRUE 2
2021-12-27 15-19 2 2.3781161 TRUE 2
2021-01-04 20-24 5 3.8534058 TRUE 4
2021-01-11 20-24 3 3.8962483 TRUE 4
2021-01-18 20-24 6 3.9391608 TRUE 4
2021-01-25 20-24 4 3.9808352 TRUE 4
2021-02-01 20-24 2 4.0199746 TRUE 4
2021-02-08 20-24 2 4.0553565 TRUE 4
2021-02-15 20-24 5 4.0858946 TRUE 4
2021-02-22 20-24 12 4.1106959 TRUE 4
2021-03-01 20-24 4 4.1291077 TRUE 4
2021-03-08 20-24 4 4.1407498 TRUE 4
2021-03-15 20-24 4 4.1455291 TRUE 4
2021-03-22 20-24 2 4.1436344 TRUE 4
2021-03-29 20-24 4 4.1355141 TRUE 4
2021-04-05 20-24 9 4.1218360 TRUE 4
2021-04-12 20-24 2 4.1034357 TRUE 4
2021-04-19 20-24 4 4.0812576 TRUE 4
2021-04-26 20-24 4 4.0562927 TRUE 4
2021-05-03 20-24 4 4.0295193 TRUE 4
2021-05-10 20-24 3 4.0018493 TRUE 4
2021-05-17 20-24 4 3.9740841 TRUE 4
2021-05-24 20-24 2 3.9468815 TRUE 4
2021-05-31 20-24 2 3.9207340 TRUE 4
2021-06-07 20-24 4 3.8959592 TRUE 4
2021-06-14 20-24 3 3.8727020 TRUE 4
2021-06-21 20-24 5 3.8509466 TRUE 4
2021-06-28 20-24 5 3.8305379 TRUE 4
2021-07-05 20-24 3 3.8112104 TRUE 4
2021-07-12 20-24 7 3.7926235 TRUE 4
2021-07-19 20-24 3 3.7743999 TRUE 4
2021-07-26 20-24 4 3.7561663 TRUE 4
2021-08-02 20-24 3 3.7375931 TRUE 4
2021-08-09 20-24 3 3.7184303 TRUE 4
2021-08-16 20-24 3 3.6985383 TRUE 4
2021-08-23 20-24 2 3.6779101 TRUE 4
2021-08-30 20-24 2 3.6566834 TRUE 4
2021-09-06 20-24 3 3.6351433 TRUE 4
2021-09-13 20-24 4 3.6137130 TRUE 4
2021-09-20 20-24 4 3.5929361 TRUE 4
2021-09-27 20-24 1 3.5734498 TRUE 4
2021-10-04 20-24 1 3.5559526 TRUE 4
2021-10-11 20-24 5 3.5411682 TRUE 4
2021-10-18 20-24 7 3.5298082 TRUE 4
2021-10-25 20-24 4 3.5225350 TRUE 4
2021-11-01 20-24 5 3.5199275 TRUE 4
2021-11-08 20-24 3 3.5224497 TRUE 4
2021-11-15 20-24 6 3.5304241 TRUE 4
2021-11-22 20-24 3 3.5440085 TRUE 4
2021-11-29 20-24 4 3.5631795 TRUE 4
2021-12-06 20-24 4 3.5877202 TRUE 4
2021-12-13 20-24 4 3.6172144 TRUE 4
2021-12-20 20-24 3 3.6510486 TRUE 4
2021-12-27 20-24 3 3.6884217 TRUE 4
2021-01-04 25-29 7 5.1195698 TRUE 5
2021-01-11 25-29 4 5.1922616 TRUE 5
2021-01-18 25-29 9 5.2663197 TRUE 5
2021-01-25 25-29 5 5.3395480 TRUE 5
2021-02-01 25-29 3 5.4096905 TRUE 5
2021-02-08 25-29 3 5.4745397 TRUE 5
2021-02-15 25-29 6 5.5320510 TRUE 6
2021-02-22 25-29 16 5.5804550 TRUE 6
2021-03-01 25-29 6 5.6183586 TRUE 6
2021-03-08 25-29 5 5.6448236 TRUE 6
2021-03-15 25-29 5 5.6594148 TRUE 6
2021-03-22 25-29 3 5.6622135 TRUE 6
2021-03-29 25-29 5 5.6537940 TRUE 6
2021-04-05 25-29 12 5.6351660 TRUE 6
2021-04-12 25-29 3 5.6076896 TRUE 6
2021-04-19 25-29 5 5.5729719 TRUE 6
2021-04-26 25-29 6 5.5327543 TRUE 6
2021-05-03 25-29 5 5.4888006 TRUE 5
2021-05-10 25-29 4 5.4427951 TRUE 5
2021-05-17 25-29 6 5.3962550 TRUE 5
2021-05-24 25-29 3 5.3504637 TRUE 5
2021-05-31 25-29 3 5.3064242 TRUE 5
2021-06-07 25-29 5 5.2648350 TRUE 5
2021-06-14 25-29 4 5.2260854 TRUE 5
2021-06-21 25-29 6 5.1902703 TRUE 5
2021-06-28 25-29 7 5.1572203 TRUE 5
2021-07-05 25-29 4 5.1265467 TRUE 5
2021-07-12 25-29 9 5.0976968 TRUE 5
2021-07-19 25-29 5 5.0700176 TRUE 5
2021-07-26 25-29 6 5.0428247 TRUE 5
2021-08-02 25-29 4 5.0154714 TRUE 5
2021-08-09 25-29 5 4.9874148 TRUE 5
2021-08-16 25-29 5 4.9582745 TRUE 5
2021-08-23 25-29 3 4.9278781 TRUE 5
2021-08-30 25-29 3 4.8962928 TRUE 5
2021-09-06 25-29 4 4.8638383 TRUE 5
2021-09-13 25-29 5 4.8310813 TRUE 5
2021-09-20 25-29 5 4.7988121 TRUE 5
2021-09-27 25-29 2 4.7680067 TRUE 5
2021-10-04 25-29 2 4.7397762 TRUE 5
2021-10-11 25-29 7 4.7153086 TRUE 5
2021-10-18 25-29 9 4.6958074 TRUE 5
2021-10-25 25-29 5 4.6824299 TRUE 5
2021-11-01 25-29 6 4.6762292 TRUE 5
2021-11-08 25-29 4 4.6781001 TRUE 5
2021-11-15 25-29 7 4.6887324 TRUE 5
2021-11-22 25-29 3 4.7085698 TRUE 5
2021-11-29 25-29 6 4.7377756 TRUE 5
2021-12-06 25-29 6 4.7762063 TRUE 5
2021-12-13 25-29 5 4.8233922 TRUE 5
2021-12-20 25-29 4 4.8785277 TRUE 5
2021-12-27 25-29 4 4.9404735 TRUE 5
2021-01-04 30-34 11 8.1542622 TRUE 8
2021-01-11 30-34 6 8.2952854 TRUE 8
2021-01-18 30-34 14 8.4379949 TRUE 8
2021-01-25 30-34 8 8.5782231 TRUE 9
2021-02-01 30-34 5 8.7117385 TRUE 9
2021-02-08 30-34 5 8.8344558 TRUE 9
2021-02-15 30-34 10 8.9426571 TRUE 9
2021-02-22 30-34 26 9.0332043 TRUE 9
2021-03-01 30-34 9 9.1037226 TRUE 9
2021-03-08 30-34 8 9.1527343 TRUE 9
2021-03-15 30-34 8 9.1797293 TRUE 9
2021-03-22 30-34 5 9.1851640 TRUE 9
2021-03-29 30-34 9 9.1703886 TRUE 9
2021-04-05 30-34 19 9.1375131 TRUE 9
2021-04-12 30-34 5 9.0892256 TRUE 9
2021-04-19 30-34 8 9.0285832 TRUE 9
2021-04-26 30-34 9 8.9587955 TRUE 9
2021-05-03 30-34 8 8.8830183 TRUE 9
2021-05-10 30-34 6 8.8041730 TRUE 9
2021-05-17 30-34 9 8.7248010 TRUE 9
2021-05-24 30-34 5 8.6469594 TRUE 9
2021-05-31 30-34 5 8.5721571 TRUE 9
2021-06-07 30-34 9 8.5013330 TRUE 9
2021-06-14 30-34 7 8.4348697 TRUE 8
2021-06-21 30-34 10 8.3726413 TRUE 8
2021-06-28 30-34 11 8.3140881 TRUE 8
2021-07-05 30-34 6 8.2583149 TRUE 8
2021-07-12 30-34 14 8.2042064 TRUE 8
2021-07-19 30-34 8 8.1505539 TRUE 8
2021-07-26 30-34 10 8.0961861 TRUE 8
2021-08-02 30-34 6 8.0400956 TRUE 8
2021-08-09 30-34 7 7.9815529 TRUE 8
2021-08-16 30-34 7 7.9201998 TRUE 8
2021-08-23 30-34 5 7.8561146 TRUE 8
2021-08-30 30-34 4 7.7898436 TRUE 8
2021-09-06 30-34 6 7.7223985 TRUE 8
2021-09-13 30-34 8 7.6552191 TRUE 8
2021-09-20 30-34 8 7.5901061 TRUE 8
2021-09-27 30-34 3 7.5291310 TRUE 8
2021-10-04 30-34 3 7.4745320 TRUE 7
2021-10-11 30-34 11 7.4286015 TRUE 7
2021-10-18 30-34 14 7.3935763 TRUE 7
2021-10-25 30-34 8 7.3715325 TRUE 7
2021-11-01 30-34 10 7.3642914 TRUE 7
2021-11-08 30-34 6 7.3733352 TRUE 7
2021-11-15 30-34 12 7.3997354 TRUE 7
2021-11-22 30-34 6 7.4440898 TRUE 7
2021-11-29 30-34 9 7.5064705 TRUE 8
2021-12-06 30-34 9 7.5863803 TRUE 8
2021-12-13 30-34 8 7.6827221 TRUE 8
2021-12-20 30-34 7 7.7937826 TRUE 8
2021-12-27 30-34 6 7.9172376 TRUE 8
2021-01-04 35-39 16 12.3192602 TRUE 12
2021-01-11 35-39 9 12.5779638 TRUE 13
2021-01-18 35-39 21 12.8409519 TRUE 13
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2021-02-22 75-79 4152 1451.3932585 TRUE 1451
2021-03-01 75-79 1493 1475.5366734 TRUE 1476
2021-03-08 75-79 1335 1489.9145388 TRUE 1490
2021-03-15 75-79 1208 1494.6012649 TRUE 1495
2021-03-22 75-79 811 1490.2684093 TRUE 1490
2021-03-29 75-79 1371 1478.0896208 TRUE 1478
2021-04-05 75-79 2910 1459.5993761 TRUE 1460
2021-04-12 75-79 823 1436.5299786 TRUE 1437
2021-04-19 75-79 1246 1410.6510417 TRUE 1411
2021-04-26 75-79 1352 1383.6304778 TRUE 1384
2021-05-03 75-79 1276 1356.9281844 TRUE 1357
2021-05-10 75-79 915 1331.7256921 TRUE 1332
2021-05-17 75-79 1350 1308.8888835 TRUE 1309
2021-05-24 75-79 713 1288.9574009 TRUE 1289
2021-05-31 75-79 746 1272.1534805 TRUE 1272
2021-06-07 75-79 1277 1258.4040476 TRUE 1258
2021-06-14 75-79 1005 1247.3720842 TRUE 1247
2021-06-21 75-79 1406 1238.4956570 TRUE 1238
2021-06-28 75-79 1557 1231.0348434 TRUE 1231
2021-07-05 75-79 942 1224.1276048 TRUE 1224
2021-07-12 75-79 2185 1216.8551658 TRUE 1217
2021-07-19 75-79 1285 1208.3157208 TRUE 1208
2021-07-26 75-79 1493 1197.7026722 TRUE 1198
2021-08-02 75-79 872 1184.3808521 TRUE 1184
2021-08-09 75-79 1015 1167.9521864 TRUE 1168
2021-08-16 75-79 1036 1148.3019162 TRUE 1148
2021-08-23 75-79 725 1125.6182688 TRUE 1126
2021-08-30 75-79 579 1100.3822379 TRUE 1100
2021-09-06 75-79 823 1073.3290450 TRUE 1073
2021-09-13 75-79 1146 1045.3876466 TRUE 1045
2021-09-20 75-79 1088 1017.6080272 TRUE 1018
2021-09-27 75-79 422 991.0871422 TRUE 991
2021-10-04 75-79 345 966.9031258 TRUE 967
2021-10-11 75-79 1444 946.0643209 TRUE 946
2021-10-18 75-79 1828 929.4757922 TRUE 929
2021-10-25 75-79 988 917.9222533 TRUE 918
2021-11-01 75-79 1224 912.0634846 TRUE 912
2021-11-08 75-79 791 912.4366739 TRUE 912
2021-11-15 75-79 1474 919.4596437 TRUE 919
2021-11-22 75-79 705 933.4294260 TRUE 933
2021-11-29 75-79 1185 954.5118596 TRUE 955
2021-12-06 75-79 1174 982.7196665 TRUE 983
2021-12-13 75-79 1011 1017.8787520 TRUE 1018
2021-12-20 75-79 860 1059.5852736 TRUE 1060
2021-12-27 75-79 775 1107.1592348 TRUE 1107
2021-01-04 80+ 3509 2777.2493436 TRUE 2777
2021-01-11 80+ 1972 2921.4173147 TRUE 2921
2021-01-18 80+ 5202 3070.2238588 TRUE 3070
2021-01-25 80+ 3341 3218.5444972 TRUE 3219
2021-02-01 80+ 2099 3360.7434938 TRUE 3361
2021-02-08 80+ 2050 3491.0613782 TRUE 3491
2021-02-15 80+ 4154 3604.0933260 TRUE 3604
2021-02-22 80+ 10556 3695.2943628 TRUE 3695
2021-03-01 80+ 3794 3761.4307537 TRUE 3761
2021-03-08 80+ 3393 3800.8987603 TRUE 3801
2021-03-15 80+ 3068 3813.8538984 TRUE 3814
2021-03-22 80+ 2060 3802.1306679 TRUE 3802
2021-03-29 80+ 3480 3768.9738701 TRUE 3769
2021-04-05 80+ 7384 3718.6362282 TRUE 3719
2021-04-12 80+ 2086 3655.9145138 TRUE 3656
2021-04-19 80+ 3159 3585.6953211 TRUE 3586
2021-04-26 80+ 3425 3512.5656156 TRUE 3513
2021-05-03 80+ 3229 3440.5195203 TRUE 3441
2021-05-10 80+ 2315 3372.7691828 TRUE 3373
2021-05-17 80+ 3412 3311.6496125 TRUE 3312
2021-05-24 80+ 1800 3258.5975670 TRUE 3259
2021-05-31 80+ 1881 3214.1825780 TRUE 3214
2021-06-07 80+ 3221 3178.1719714 TRUE 3178
2021-06-14 80+ 2532 3149.6185383 TRUE 3150
2021-06-21 80+ 3542 3126.9667600 TRUE 3127
2021-06-28 80+ 3921 3108.1790947 TRUE 3108
2021-07-05 80+ 2376 3090.8863233 TRUE 3091
2021-07-12 80+ 5533 3072.5646054 TRUE 3073
2021-07-19 80+ 3285 3050.7367937 TRUE 3051
2021-07-26 80+ 3786 3023.1878268 TRUE 3023
2021-08-02 80+ 2199 2988.1757577 TRUE 2988
2021-08-09 80+ 2550 2944.6139253 TRUE 2945
2021-08-16 80+ 2599 2892.1985599 TRUE 2892
2021-08-23 80+ 1818 2831.4612421 TRUE 2831
2021-08-30 80+ 1450 2763.7366682 TRUE 2764
2021-09-06 80+ 2060 2691.0506231 TRUE 2691
2021-09-13 80+ 2866 2615.9470533 TRUE 2616
2021-09-20 80+ 2719 2541.2827992 TRUE 2541
2021-09-27 80+ 1054 2470.0214504 TRUE 2470
2021-10-04 80+ 860 2405.0536816 TRUE 2405
2021-10-11 80+ 3600 2349.0621390 TRUE 2349
2021-10-18 80+ 4552 2304.4374703 TRUE 2304
2021-10-25 80+ 2459 2273.2413594 TRUE 2273
2021-11-01 80+ 3042 2257.2044960 TRUE 2257
2021-11-08 80+ 1965 2257.7430485 TRUE 2258
2021-11-15 80+ 3661 2275.9761977 TRUE 2276
2021-11-22 80+ 1750 2312.7288577 TRUE 2313
2021-11-29 80+ 2945 2368.5071208 TRUE 2369
2021-12-06 80+ 2921 2443.4387730 TRUE 2443
2021-12-13 80+ 2519 2537.1774187 TRUE 2537
2021-12-20 80+ 2147 2648.7764600 TRUE 2649
2021-12-27 80+ 1940 2776.5483426 TRUE 2777 
# Eredmények mentése
results_all <- bind_rows(results)

#write.csv(predictions_1y, "TEST_1_A_predictions_1year_per_agegroup.csv", row.names = FALSE)
#write.csv(results_all,    "TEST_1_A_expected_outcome_all_years_per_agegroup.csv", row.names = FALSE)
  
 agegroups <- sort(unique(results_all$agegroup))

  for (ag in agegroups) {
    
    plot_df <- results_all %>%
      filter(agegroup == ag, year == forecast_year)
  
    p <- ggplot(plot_df, aes(x = date)) +
      geom_line(aes(y = outcome), color = "#0f77b4",  linewidth = 0.3) +
      geom_line(aes(y = expected), color = "#ff7f0e", linewidth = 1.1) +
      labs(
        title = paste("Observed vs expected – korcsoport:", ag),
        x     = "Dátum",
        y     = "Halálozási esetszám"
      ) +
      theme_minimal() +
      theme(
        plot.title = element_text(hjust = 0.5)
      )
    
    print(p)  
  }

 prediction_T_1_A <- predictions_1y
# ===================================================================
#      AGGREGÁLT POPULÁCIÓS HALÁLOZÁSI IDŐSOR ELŐÁLLÍTÁSA
# ===================================================================
# Cél:
#   A 21. évre előrejelzett baseline (predictions_1y) tartalmazza
#   minden korcsoportra külön az observed és expected értékeket.
#
#   Ez a blokk ezeket összevonja:
#       - outcome_total      = megfigyelt halálozás összegzése
#       - expected_total     = modell által becsült baseline
#       - expected_int_total = integerre kerekített baseline
#
#   Az eredmény egyetlen idősor, amely a teljes populációra nézve
#   mutatja a halálozás időbeli alakulását.
# ===================================================================
agg_daily <- predictions_1y %>%
  group_by(date) %>%
  summarise(
    outcome_total = sum(outcome, na.rm = TRUE),
    expected_total = sum(expected, na.rm = TRUE),
    expected_int_total = sum(expected_int, na.rm = TRUE)
  ) %>%
  ungroup()


kable(agg_daily,
      caption = "Aggregált adatsor áttekintése",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Aggregált adatsor áttekintése
date outcome_total expected_total expected_int_total
2021-01-04 6450 5099.068 5099
2021-01-11 3607 5345.286 5346
2021-01-18 9450 5598.724 5599
2021-01-25 6023 5850.685 5852
2021-02-01 3786 6091.688 6093
2021-02-08 3698 6312.120 6312
2021-02-15 7492 6503.015 6505
2021-02-22 19043 6656.877 6658
2021-03-01 6849 6768.401 6768
2021-03-08 6124 6834.986 6835
2021-03-15 5539 6856.936 6858
2021-03-22 3721 6837.318 6836
2021-03-29 6290 6781.530 6782
2021-04-05 13349 6696.641 6698
2021-04-12 3773 6590.637 6592
2021-04-19 5717 6471.674 6474
2021-04-26 6203 6347.438 6352
2021-05-03 5851 6224.652 6226
2021-05-10 4198 6108.753 6111
2021-05-17 6195 6003.726 6003
2021-05-24 3269 5912.053 5913
2021-05-31 3420 5834.758 5836
2021-06-07 5858 5771.509 5772
2021-06-14 4608 5720.764 5721
2021-06-21 6451 5679.946 5681
2021-06-28 7138 5645.662 5645
2021-07-05 4320 5613.956 5615
2021-07-12 10020 5580.606 5581
2021-07-19 5896 5541.470 5541
2021-07-26 6848 5492.838 5492
2021-08-02 4002 5431.788 5430
2021-08-09 4656 5356.487 5356
2021-08-16 4751 5266.408 5265
2021-08-23 3327 5162.417 5163
2021-08-30 2654 5046.724 5046
2021-09-06 3774 4922.710 4924
2021-09-13 5256 4794.640 4795
2021-09-20 4990 4667.331 4668
2021-09-27 1935 4545.808 4545
2021-10-04 1581 4435.006 4434
2021-10-11 6624 4339.531 4339
2021-10-18 8387 4263.514 4263
2021-10-25 4535 4210.536 4211
2021-11-01 5614 4183.605 4184
2021-11-08 3627 4185.176 4186
2021-11-15 6762 4217.164 4216
2021-11-22 3233 4280.942 4280
2021-11-29 5436 4377.294 4378
2021-12-06 5388 4506.314 4505
2021-12-13 4639 4667.253 4668
2021-12-20 3946 4858.315 4859
2021-12-27 3556 5076.442 5076 
ggplot(agg_daily, aes(x = date)) +
  geom_line(aes(y = outcome_total, color = "Observed"), linewidth = 0.6) +
  geom_line(aes(y = expected_total, color = "Predicted"), linewidth = 1.1) +
  scale_color_manual(
    values = c(
      "Observed" = "#0f77b4",
      "Predicted" = "#ff7f0e"
    ),
    labels = c(
      "Observed" = "Megfigyelt halálozás",
      "Predicted" = "Prediktált halálozás"
    ),
    name = NULL
  ) +
  labs(
    x = "Dátum",
    y = "Halálozási esetszám"
  ) +
  theme_minimal() +
  theme(
    legend.position = "bottom"
  )

#write.csv(agg_daily, "TEST_1_A_aggregated_observed_expected.csv", row.names = FALSE)

Korcsoportok szerinti elemzés: 20 ÉV TANÍTÁS + 2 ÉVES ELŐREJELZÉS

#-----------------------------------------------------------
# 1. Adathalmaz előkészítése
#-----------------------------------------------------------
data <- data_original


#-----------------------------------------------------------
# 2. Évek meghatározása
#-----------------------------------------------------------
years <- sort(unique(year(data$date)))

baseline_years <- years[1:20] # 20 év tanítás
forecast_year <- years[21:22] # 2 év előrejelzés


#-----------------------------------------------------------
# 3. A 21 - 22. év dátumai
#-----------------------------------------------------------
exclude_dates <- data %>%
  filter(year(date) %in% forecast_year) %>%
  pull(date)


#-----------------------------------------------------------
# 4. Korcsoport lista (oszlopnevek a date kivételével)
#-----------------------------------------------------------
agegroups <- colnames(data)[colnames(data) != "date"]


#-----------------------------------------------------------
# 5. Eredménytábla létrehozása
#-----------------------------------------------------------
results <- list()


#-----------------------------------------------------------
# 6. Iterálás minden korcsoporton
#-----------------------------------------------------------
for (ag in agegroups) {
  message("Futtatás korcsoport: ", ag)
  
  df <- data %>%
    select(date, outcome = all_of(ag)) %>%
    mutate(
      population = 1,
      year       = year(date)
    )
  
  expected_df <- compute_expected(
    counts          = df,
    exclude         = exclude_dates,
    frequency       = 52,
    weekday.effect  = FALSE,
    keep.components = TRUE,
    verbose         = FALSE   
  )
  
  expected_df$agegroup <- ag
  results[[ag]] <- expected_df
}
## Futtatás korcsoport: 0-4
## Futtatás korcsoport: 5-9
## Futtatás korcsoport: 10-14
## Futtatás korcsoport: 15-19
## Futtatás korcsoport: 20-24
## Futtatás korcsoport: 25-29
## Futtatás korcsoport: 30-34
## Futtatás korcsoport: 35-39
## Futtatás korcsoport: 40-44
## Futtatás korcsoport: 45-49
## Futtatás korcsoport: 50-54
## Futtatás korcsoport: 55-59
## Futtatás korcsoport: 60-64
## Futtatás korcsoport: 65-69
## Futtatás korcsoport: 70-74
## Futtatás korcsoport: 75-79
## Futtatás korcsoport: 80+
#-----------------------------------------------------------
# 7. Eredmények összefűzése
#-----------------------------------------------------------
results_all <- bind_rows(results)

predictions_2y <- results_all %>%
  filter(year %in% forecast_year) %>%
  select(date, agegroup, outcome, expected, excluded) %>%
  mutate(expected_int = round(expected))


#-----------------------------------------------------------
# 9. Eredmények megjelenítése, mentése
#-----------------------------------------------------------

kable(predictions_2y,
      caption = "Eredményül kapott adatsor",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Eredményül kapott adatsor
date agegroup outcome expected excluded expected_int
2021-01-04 0-4 16 12.3714229 TRUE 12
2021-01-11 0-4 9 12.5988115 TRUE 13
2021-01-18 0-4 21 12.8287840 TRUE 13
2021-01-25 0-4 13 13.0548489 TRUE 13
2021-02-01 0-4 8 13.2704776 TRUE 13
2021-02-08 0-4 8 13.4694296 TRUE 13
2021-02-15 0-4 16 13.6460889 TRUE 14
2021-02-22 0-4 40 13.7957801 TRUE 14
2021-03-01 0-4 15 13.9150324 TRUE 14
2021-03-08 0-4 13 14.0017635 TRUE 14
2021-03-15 0-4 12 14.0553619 TRUE 14
2021-03-22 0-4 8 14.0766601 TRUE 14
2021-03-29 0-4 14 14.0678013 TRUE 14
2021-04-05 0-4 29 14.0320165 TRUE 14
2021-04-12 0-4 8 13.9733371 TRUE 14
2021-04-19 0-4 13 13.8962721 TRUE 14
2021-04-26 0-4 14 13.8054810 TRUE 14
2021-05-03 0-4 13 13.7054689 TRUE 14
2021-05-10 0-4 9 13.6003242 TRUE 14
2021-05-17 0-4 14 13.4935133 TRUE 13
2021-05-24 0-4 7 13.3877384 TRUE 13
2021-05-31 0-4 8 13.2848605 TRUE 13
2021-06-07 0-4 13 13.1858845 TRUE 13
2021-06-14 0-4 11 13.0910019 TRUE 13
2021-06-21 0-4 15 12.9996833 TRUE 13
2021-06-28 0-4 16 12.9108145 TRUE 13
2021-07-05 0-4 10 12.8228659 TRUE 13
2021-07-12 0-4 22 12.7340868 TRUE 13
2021-07-19 0-4 12 12.6427123 TRUE 13
2021-07-26 0-4 15 12.5471693 TRUE 13
2021-08-02 0-4 9 12.4462689 TRUE 12
2021-08-09 0-4 11 12.3393692 TRUE 12
2021-08-16 0-4 11 12.2264978 TRUE 12
2021-08-23 0-4 8 12.1084212 TRUE 12
2021-08-30 0-4 6 11.9866599 TRUE 12
2021-09-06 0-4 9 11.8634449 TRUE 12
2021-09-13 0-4 13 11.7416247 TRUE 12
2021-09-20 0-4 12 11.6245313 TRUE 12
2021-09-27 0-4 5 11.5158181 TRUE 12
2021-10-04 0-4 4 11.4192847 TRUE 11
2021-10-11 0-4 17 11.3386999 TRUE 11
2021-10-18 0-4 21 11.2776360 TRUE 11
2021-10-25 0-4 12 11.2393169 TRUE 11
2021-11-01 0-4 14 11.2264872 TRUE 11
2021-11-08 0-4 9 11.2412991 TRUE 11
2021-11-15 0-4 18 11.2852164 TRUE 11
2021-11-22 0-4 8 11.3589328 TRUE 11
2021-11-29 0-4 14 11.4623029 TRUE 11
2021-12-06 0-4 14 11.5942860 TRUE 12
2021-12-13 0-4 12 11.7529067 TRUE 12
2021-12-20 0-4 10 11.9352380 TRUE 12
2021-12-27 0-4 9 12.1374173 TRUE 12
2022-01-03 0-4 11 12.3547046 TRUE 12
2022-01-10 0-4 14 12.5815929 TRUE 13
2022-01-17 0-4 13 12.8119792 TRUE 13
2022-01-24 0-4 11 13.0393941 TRUE 13
2022-01-31 0-4 15 13.2572864 TRUE 13
2022-02-07 0-4 14 13.4593456 TRUE 13
2022-02-14 0-4 9 13.6398386 TRUE 14
2022-02-21 0-4 7 13.7939311 TRUE 14
2022-02-28 0-4 24 13.9179614 TRUE 14
2022-03-07 0-4 17 14.0096375 TRUE 14
2022-03-14 0-4 62 14.0681352 TRUE 14
2022-03-21 0-4 11 14.0940865 TRUE 14
2022-03-28 0-4 10 14.0894609 TRUE 14
2022-04-04 0-4 17 14.0573540 TRUE 14
2022-04-11 0-4 8 14.0017067 TRUE 14
2022-04-18 0-4 12 13.9269855 TRUE 14
2022-04-25 0-4 26 13.8378538 TRUE 14
2022-05-02 0-4 13 13.7388618 TRUE 14
2022-05-09 0-4 10 13.6341771 TRUE 14
2022-05-16 0-4 13 13.5273698 TRUE 14
2022-05-23 0-4 10 13.4212616 TRUE 13
2022-05-30 0-4 8 13.3178385 TRUE 13
2022-06-06 0-4 13 13.2182282 TRUE 13
2022-06-13 0-4 10 13.1227343 TRUE 13
2022-06-20 0-4 8 13.0309224 TRUE 13
2022-06-27 0-4 7 12.9417509 TRUE 13
2022-07-04 0-4 11 12.8537359 TRUE 13
2022-07-11 0-4 13 12.7651436 TRUE 13
2022-07-18 0-4 17 12.6741955 TRUE 13
2022-07-25 0-4 11 12.5792766 TRUE 13
2022-08-01 0-4 19 12.4791305 TRUE 12
2022-08-08 0-4 10 12.3730275 TRUE 12
2022-08-15 0-4 8 12.2608935 TRUE 12
2022-08-22 0-4 13 12.1433884 TRUE 12
2022-08-29 0-4 10 12.0219282 TRUE 12
2022-09-05 0-4 6 11.8986501 TRUE 12
2022-09-12 0-4 5 11.7763260 TRUE 12
2022-09-19 0-4 12 11.6582332 TRUE 12
2022-09-26 0-4 12 11.5479952 TRUE 12
2022-10-03 0-4 8 11.4494073 TRUE 11
2022-10-10 0-4 7 11.3662596 TRUE 11
2022-10-17 0-4 10 11.3021675 TRUE 11
2022-10-24 0-4 14 11.2604188 TRUE 11
2022-10-31 0-4 11 11.2438384 TRUE 11
2022-11-07 0-4 7 11.2546734 TRUE 11
2022-11-14 0-4 8 11.2944939 TRUE 11
2022-11-21 0-4 5 11.3641100 TRUE 11
2022-11-28 0-4 13 11.4635004 TRUE 11
2022-12-05 0-4 9 11.5917542 TRUE 12
2022-12-12 0-4 7 11.7470287 TRUE 12
2022-12-19 0-4 18 11.9265286 TRUE 12
2022-12-26 0-4 12 12.1265172 TRUE 12
2021-01-04 5-9 1 1.0209012 TRUE 1
2021-01-11 5-9 1 1.0182152 TRUE 1
2021-01-18 5-9 2 1.0158858 TRUE 1
2021-01-25 5-9 1 1.0140306 TRUE 1
2021-02-01 5-9 1 1.0127325 TRUE 1
2021-02-08 5-9 1 1.0120345 TRUE 1
2021-02-15 5-9 1 1.0119357 TRUE 1
2021-02-22 5-9 3 1.0123911 TRUE 1
2021-03-01 5-9 1 1.0133129 TRUE 1
2021-03-08 5-9 1 1.0145741 TRUE 1
2021-03-15 5-9 1 1.0160149 TRUE 1
2021-03-22 5-9 1 1.0174512 TRUE 1
2021-03-29 5-9 1 1.0186846 TRUE 1
2021-04-05 5-9 2 1.0195140 TRUE 1
2021-04-12 5-9 1 1.0197485 TRUE 1
2021-04-19 5-9 1 1.0192190 TRUE 1
2021-04-26 5-9 1 1.0177903 TRUE 1
2021-05-03 5-9 1 1.0153702 TRUE 1
2021-05-10 5-9 1 1.0119172 TRUE 1
2021-05-17 5-9 1 1.0074437 TRUE 1
2021-05-24 5-9 1 1.0020163 TRUE 1
2021-05-31 5-9 1 0.9957527 TRUE 1
2021-06-07 5-9 1 0.9888145 TRUE 1
2021-06-14 5-9 1 0.9813981 TRUE 1
2021-06-21 5-9 1 0.9737233 TRUE 1
2021-06-28 5-9 1 0.9660210 TRUE 1
2021-07-05 5-9 1 0.9585211 TRUE 1
2021-07-12 5-9 2 0.9514407 TRUE 1
2021-07-19 5-9 1 0.9449736 TRUE 1
2021-07-26 5-9 1 0.9392824 TRUE 1
2021-08-02 5-9 1 0.9344912 TRUE 1
2021-08-09 5-9 1 0.9306816 TRUE 1
2021-08-16 5-9 1 0.9278903 TRUE 1
2021-08-23 5-9 1 0.9261083 TRUE 1
2021-08-30 5-9 0 0.9252827 TRUE 1
2021-09-06 5-9 1 0.9253200 TRUE 1
2021-09-13 5-9 1 0.9260911 TRUE 1
2021-09-20 5-9 1 0.9274381 TRUE 1
2021-09-27 5-9 0 0.9291824 TRUE 1
2021-10-04 5-9 0 0.9311343 TRUE 1
2021-10-11 5-9 1 0.9331027 TRUE 1
2021-10-18 5-9 2 0.9349066 TRUE 1
2021-10-25 5-9 1 0.9363841 TRUE 1
2021-11-01 5-9 1 0.9374026 TRUE 1
2021-11-08 5-9 1 0.9378657 TRUE 1
2021-11-15 5-9 1 0.9377188 TRUE 1
2021-11-22 5-9 1 0.9369509 TRUE 1
2021-11-29 5-9 1 0.9355948 TRUE 1
2021-12-06 5-9 1 0.9337229 TRUE 1
2021-12-13 5-9 1 0.9314415 TRUE 1
2021-12-20 5-9 1 0.9288827 TRUE 1
2021-12-27 5-9 1 0.9261942 TRUE 1
2022-01-03 5-9 1 0.9235292 TRUE 1
2022-01-10 5-9 1 0.9210361 TRUE 1
2022-01-17 5-9 1 0.9188485 TRUE 1
2022-01-24 5-9 1 0.9170766 TRUE 1
2022-01-31 5-9 1 0.9158003 TRUE 1
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2022-10-17 65-69 193 215.9012259 TRUE 216
2022-10-24 65-69 271 213.8579079 TRUE 214
2022-10-31 65-69 211 212.8649156 TRUE 213
2022-11-07 65-69 138 213.0144188 TRUE 213
2022-11-14 65-69 157 214.3735880 TRUE 214
2022-11-21 65-69 94 216.9832853 TRUE 217
2022-11-28 65-69 248 220.8558459 TRUE 221
2022-12-05 65-69 165 225.9717187 TRUE 226
2022-12-12 65-69 130 232.2750760 TRUE 232
2022-12-19 65-69 355 239.6689017 TRUE 240
2022-12-26 65-69 236 248.0104644 TRUE 248
2021-01-04 70-74 752 597.4763130 TRUE 597
2021-01-11 70-74 418 621.7364360 TRUE 622
2021-01-18 70-74 1089 646.4215248 TRUE 646
2021-01-25 70-74 689 670.7107364 TRUE 671
2021-02-01 70-74 433 693.7446689 TRUE 694
2021-02-08 70-74 423 714.6828759 TRUE 715
2021-02-15 70-74 857 732.7684237 TRUE 733
2021-02-22 70-74 2179 747.3911031 TRUE 747
2021-03-01 70-74 784 758.1399533 TRUE 758
2021-03-08 70-74 701 764.8368277 TRUE 765
2021-03-15 70-74 634 767.5457144 TRUE 768
2021-03-22 70-74 426 766.5567290 TRUE 767
2021-03-29 70-74 721 762.3480141 TRUE 762
2021-04-05 70-74 1530 755.5321392 TRUE 756
2021-04-12 70-74 433 746.7952493 TRUE 747
2021-04-19 70-74 656 736.8370155 TRUE 737
2021-04-26 70-74 712 726.3177748 TRUE 726
2021-05-03 70-74 672 715.8167986 TRUE 716
2021-05-10 70-74 483 705.8031443 TRUE 706
2021-05-17 70-74 713 696.6185775 TRUE 697
2021-05-24 70-74 377 688.4708808 TRUE 688
2021-05-31 70-74 394 681.4354909 TRUE 681
2021-06-07 70-74 676 675.4636496 TRUE 675
2021-06-14 70-74 532 670.3958269 TRUE 670
2021-06-21 70-74 745 665.9797982 TRUE 666
2021-06-28 70-74 824 661.8931717 TRUE 662
2021-07-05 70-74 498 657.7702127 TRUE 658
2021-07-12 70-74 1150 653.2324317 TRUE 653
2021-07-19 70-74 671 647.9216577 TRUE 648
2021-07-26 70-74 785 641.5333971 TRUE 642
2021-08-02 70-74 462 633.8474665 TRUE 634
2021-08-09 70-74 539 624.7524942 TRUE 625
2021-08-16 70-74 551 614.2611580 TRUE 614
2021-08-23 70-74 386 602.5140317 TRUE 603
2021-08-30 70-74 308 589.7715028 TRUE 590
2021-09-06 70-74 438 576.3950453 TRUE 576
2021-09-13 70-74 611 562.8207386 TRUE 563
2021-09-20 70-74 580 549.5289153 TRUE 550
2021-09-27 70-74 225 537.0139886 TRUE 537
2021-10-04 70-74 184 525.7578742 TRUE 526
2021-10-11 70-74 773 516.2092208 TRUE 516
2021-10-18 70-74 979 508.7692285 TRUE 509
2021-10-25 70-74 530 503.7835086 TRUE 504
2021-11-01 70-74 656 501.5384426 TRUE 502
2021-11-08 70-74 424 502.2599486 TRUE 502
2021-11-15 70-74 791 506.1124516 TRUE 506
2021-11-22 70-74 378 513.1961162 TRUE 513
2021-11-29 70-74 636 523.5409592 TRUE 524
2021-12-06 70-74 630 537.0972528 TRUE 537
2021-12-13 70-74 541 553.7226033 TRUE 554
2021-12-20 70-74 459 573.1672012 TRUE 573
2021-12-27 70-74 413 595.0598839 TRUE 595
2022-01-03 70-74 546 618.8986515 TRUE 619
2022-01-10 70-74 715 644.0498661 TRUE 644
2022-01-17 70-74 675 669.7602309 TRUE 670
2022-01-24 70-74 620 695.1845040 TRUE 695
2022-01-31 70-74 863 719.4296782 TRUE 719
2022-02-07 70-74 781 741.6132735 TRUE 742
2022-02-14 70-74 532 760.9300361 TRUE 761
2022-02-21 70-74 376 776.7185931 TRUE 777
2022-02-28 70-74 1311 788.5183493 TRUE 789
2022-03-07 70-74 957 796.1077175 TRUE 796
2022-03-14 70-74 3431 799.5176280 TRUE 800
2022-03-21 70-74 626 799.0185245 TRUE 799
2022-03-28 70-74 579 795.0836116 TRUE 795
2022-04-04 70-74 957 788.3348185 TRUE 788
2022-04-11 70-74 430 779.4799452 TRUE 779
2022-04-18 70-74 637 769.2495199 TRUE 769
2022-04-25 70-74 1388 758.3403395 TRUE 758
2022-05-02 70-74 696 747.3701802 TRUE 747
2022-05-09 70-74 527 736.8455428 TRUE 737
2022-05-16 70-74 681 727.1421456 TRUE 727
2022-05-23 70-74 514 718.4965304 TRUE 718
2022-05-30 70-74 439 711.0066496 TRUE 711
2022-06-06 70-74 675 704.6394784 TRUE 705
2022-06-13 70-74 543 699.2442648 TRUE 699
2022-06-20 70-74 406 694.5706875 TRUE 695
2022-06-27 70-74 365 690.2916690 TRUE 690
2022-07-04 70-74 558 686.0307045 TRUE 686
2022-07-11 70-74 693 681.3932333 TRUE 681
2022-07-18 70-74 972 676.0008491 TRUE 676
2022-07-25 70-74 617 669.5261951 TRUE 670
2022-08-01 70-74 979 661.7255068 TRUE 662
2022-08-08 70-74 504 652.4652748 TRUE 652
2022-08-15 70-74 388 641.7396751 TRUE 642
2022-08-22 70-74 631 629.6763555 TRUE 630
2022-08-29 70-74 491 616.5297558 TRUE 617
2022-09-05 70-74 285 602.6630320 TRUE 603
2022-09-12 70-74 267 588.5213858 TRUE 589
2022-09-19 70-74 594 574.6007498 TRUE 575
2022-09-26 70-74 560 561.4160781 TRUE 561
2022-10-03 70-74 373 549.4729399 TRUE 549
2022-10-10 70-74 331 539.2449244 TRUE 539
2022-10-17 70-74 475 531.1578855 TRUE 531
2022-10-24 70-74 667 525.5806360 TRUE 526
2022-10-31 70-74 520 522.8206068 TRUE 523
2022-11-07 70-74 339 523.1223426 TRUE 523
2022-11-14 70-74 387 526.6665304 TRUE 527
2022-11-21 70-74 232 533.5674763 TRUE 534
2022-11-28 70-74 611 543.8674918 TRUE 544
2022-12-05 70-74 407 557.5274427 TRUE 558
2022-12-12 70-74 320 574.4137079 TRUE 574
2022-12-19 70-74 878 594.2829356 TRUE 594
2022-12-26 70-74 586 616.7671825 TRUE 617
2021-01-04 75-79 1406 1117.3826218 TRUE 1117
2021-01-11 75-79 786 1166.3494860 TRUE 1166
2021-01-18 75-79 2061 1216.3664442 TRUE 1216
2021-01-25 75-79 1314 1265.7684327 TRUE 1266
2021-02-01 75-79 825 1312.7914553 TRUE 1313
2021-02-08 75-79 806 1355.6918776 TRUE 1356
2021-02-15 75-79 1634 1392.8832525 TRUE 1393
2021-02-22 75-79 4152 1423.0726410 TRUE 1423
2021-03-01 75-79 1493 1445.3758315 TRUE 1445
2021-03-08 75-79 1335 1459.3928290 TRUE 1459
2021-03-15 75-79 1208 1465.2313795 TRUE 1465
2021-03-22 75-79 811 1463.4755887 TRUE 1463
2021-03-29 75-79 1371 1455.1063978 TRUE 1455
2021-04-05 75-79 2910 1441.3882657 TRUE 1441
2021-04-12 75-79 823 1423.7401685 TRUE 1424
2021-04-19 75-79 1246 1403.6085892 TRUE 1404
2021-04-26 75-79 1352 1382.3563954 TRUE 1382
2021-05-03 75-79 1276 1361.1760003 TRUE 1361
2021-05-10 75-79 915 1341.0296581 TRUE 1341
2021-05-17 75-79 1350 1322.6154187 TRUE 1323
2021-05-24 75-79 713 1306.3547583 TRUE 1306
2021-05-31 75-79 746 1292.3971942 TRUE 1292
2021-06-07 75-79 1277 1280.6378450 TRUE 1281
2021-06-14 75-79 1005 1270.7452765 TRUE 1271
2021-06-21 75-79 1406 1262.1984307 TRUE 1262
2021-06-28 75-79 1557 1254.3324287 TRUE 1254
2021-07-05 75-79 942 1246.3932032 TRUE 1246
2021-07-12 75-79 2185 1237.6001145 TRUE 1238
2021-07-19 75-79 1285 1227.2140676 TRUE 1227
2021-07-26 75-79 1493 1214.6065942 TRUE 1215
2021-08-02 75-79 872 1199.3235140 TRUE 1199
2021-08-09 75-79 1015 1181.1358601 TRUE 1181
2021-08-16 75-79 1036 1160.0712866 TRUE 1160
2021-08-23 75-79 725 1136.4213524 TRUE 1136
2021-08-30 75-79 579 1110.7235602 TRUE 1111
2021-09-06 75-79 823 1083.7210212 TRUE 1084
2021-09-13 75-79 1146 1056.3061185 TRUE 1056
2021-09-20 75-79 1088 1029.4566549 TRUE 1029
2021-09-27 75-79 422 1004.1732357 TRUE 1004
2021-10-04 75-79 345 981.4251453 TRUE 981
2021-10-11 75-79 1444 962.1092620 TRUE 962
2021-10-18 75-79 1828 947.0234092 TRUE 947
2021-10-25 75-79 988 936.8526763 TRUE 937
2021-11-01 75-79 1224 932.1651615 TRUE 932
2021-11-08 75-79 791 933.4124817 TRUE 933
2021-11-15 75-79 1474 940.9302201 TRUE 941
2021-11-22 75-79 705 954.9340667 TRUE 955
2021-11-29 75-79 1185 975.5085825 TRUE 976
2021-12-06 75-79 1174 1002.5871507 TRUE 1003
2021-12-13 75-79 1011 1035.9237035 TRUE 1036
2021-12-20 75-79 860 1075.0591701 TRUE 1075
2021-12-27 75-79 775 1119.2881000 TRUE 1119
2022-01-03 75-79 1028 1167.6332463 TRUE 1168
2022-01-10 75-79 1354 1218.8374496 TRUE 1219
2022-01-17 75-79 1286 1271.3822205 TRUE 1271
2022-01-24 75-79 1190 1323.5402854 TRUE 1324
2022-01-31 75-79 1660 1373.4647150 TRUE 1373
2022-02-07 75-79 1501 1419.3105017 TRUE 1419
2022-02-14 75-79 1022 1459.3768375 TRUE 1459
2022-02-21 75-79 722 1492.2518440 TRUE 1492
2022-02-28 75-79 2519 1516.9382066 TRUE 1517
2022-03-07 75-79 1839 1532.9395226 TRUE 1533
2022-03-14 75-79 6589 1540.2933001 TRUE 1540
2022-03-21 75-79 1202 1539.5460196 TRUE 1540
2022-03-28 75-79 1110 1531.6759918 TRUE 1532
2022-04-04 75-79 1835 1517.9781737 TRUE 1518
2022-04-11 75-79 824 1499.9296976 TRUE 1500
2022-04-18 75-79 1220 1479.0550081 TRUE 1479
2022-04-25 75-79 2657 1456.8059446 TRUE 1457
2022-05-02 75-79 1331 1434.4664642 TRUE 1434
2022-05-09 75-79 1007 1413.0857841 TRUE 1413
2022-05-16 75-79 1300 1393.4389334 TRUE 1393
2022-05-23 75-79 981 1376.0107812 TRUE 1376
2022-05-30 75-79 838 1360.9986143 TRUE 1361
2022-06-06 75-79 1286 1348.3288559 TRUE 1348
2022-06-13 75-79 1034 1337.6849032 TRUE 1338
2022-06-20 75-79 773 1328.5446178 TRUE 1329
2022-06-27 75-79 696 1320.2271476 TRUE 1320
2022-07-04 75-79 1064 1311.9490718 TRUE 1312
2022-07-11 75-79 1326 1302.8891577 TRUE 1303
2022-07-18 75-79 1875 1292.2594086 TRUE 1292
2022-07-25 75-79 1184 1279.3779419 TRUE 1279
2022-08-01 75-79 1866 1263.7372197 TRUE 1264
2022-08-08 75-79 957 1245.0599926 TRUE 1245
2022-08-15 75-79 736 1223.3356380 TRUE 1223
2022-08-22 75-79 1197 1198.8316218 TRUE 1199
2022-08-29 75-79 930 1172.0783238 TRUE 1172
2022-09-05 75-79 540 1143.8296513 TRUE 1144
2022-09-12 75-79 505 1115.0056879 TRUE 1115
2022-09-19 75-79 1123 1086.6260951 TRUE 1087
2022-09-26 75-79 1057 1059.7435544 TRUE 1060
2022-10-03 75-79 703 1035.3852015 TRUE 1035
2022-10-10 75-79 624 1014.5072889 TRUE 1015
2022-10-17 75-79 895 997.9650189 TRUE 998
2022-10-24 75-79 1255 986.4963919 TRUE 986
2022-10-31 75-79 978 980.7165938 TRUE 981
2022-11-07 75-79 637 981.1181283 TRUE 981
2022-11-14 75-79 726 988.0715873 TRUE 988
2022-11-21 75-79 435 1001.8224676 TRUE 1002
2022-11-28 75-79 1148 1022.4805957 TRUE 1022
2022-12-05 75-79 766 1050.0003763 TRUE 1050
2022-12-12 75-79 603 1084.1521593 TRUE 1084
2022-12-19 75-79 1657 1124.4874480 TRUE 1124
2022-12-26 75-79 1108 1170.3033136 TRUE 1170
2021-01-04 80+ 3509 2788.6327432 TRUE 2789
2021-01-11 80+ 1972 2919.8592253 TRUE 2920
2021-01-18 80+ 5202 3054.3711174 TRUE 3054
2021-01-25 80+ 3341 3187.6796827 TRUE 3188
2021-02-01 80+ 2099 3314.9759315 TRUE 3315
2021-02-08 80+ 2050 3431.4593760 TRUE 3431
2021-02-15 80+ 4154 3532.7228308 TRUE 3533
2021-02-22 80+ 10556 3615.1418238 TRUE 3615
2021-03-01 80+ 3794 3676.2084700 TRUE 3676
2021-03-08 80+ 3393 3714.7544217 TRUE 3715
2021-03-15 80+ 3068 3731.0257571 TRUE 3731
2021-03-22 80+ 2060 3726.5999643 TRUE 3727
2021-03-29 80+ 3480 3704.1640289 TRUE 3704
2021-04-05 80+ 7384 3667.1952642 TRUE 3667
2021-04-12 80+ 2086 3619.5977139 TRUE 3620
2021-04-19 80+ 3159 3565.3455105 TRUE 3565
2021-04-26 80+ 3425 3508.1731818 TRUE 3508
2021-05-03 80+ 3229 3451.3364603 TRUE 3451
2021-05-10 80+ 2315 3397.4507851 TRUE 3397
2021-05-17 80+ 3412 3348.4021278 TRUE 3348
2021-05-24 80+ 1800 3305.3177203 TRUE 3305
2021-05-31 80+ 1881 3268.5825706 TRUE 3269
2021-06-07 80+ 3221 3237.8899219 TRUE 3238
2021-06-14 80+ 2532 3212.3181513 TRUE 3212
2021-06-21 80+ 3542 3190.4310909 TRUE 3190
2021-06-28 80+ 3921 3170.4018354 TRUE 3170
2021-07-05 80+ 2376 3150.1606977 TRUE 3150
2021-07-12 80+ 5533 3127.5656980 TRUE 3128
2021-07-19 80+ 3285 3100.5891905 TRUE 3101
2021-07-26 80+ 3786 3067.5081361 TRUE 3068
2021-08-02 80+ 2199 3027.0799829 TRUE 3027
2021-08-09 80+ 2550 2978.6832245 TRUE 2979
2021-08-16 80+ 2599 2922.4031342 TRUE 2922
2021-08-23 80+ 1818 2859.0494643 TRUE 2859
2021-08-30 80+ 1450 2790.1030639 TRUE 2790
2021-09-06 80+ 2060 2717.6000145 TRUE 2718
2021-09-13 80+ 2866 2643.9719909 TRUE 2644
2021-09-20 80+ 2719 2571.8674964 TRUE 2572
2021-09-27 80+ 1054 2503.9790742 TRUE 2504
2021-10-04 80+ 860 2442.8969165 TRUE 2443
2021-10-11 80+ 3600 2391.0011952 TRUE 2391
2021-10-18 80+ 4552 2350.3962498 TRUE 2350
2021-10-25 80+ 2459 2322.8816280 TRUE 2323
2021-11-01 80+ 3042 2309.9492223 TRUE 2310
2021-11-08 80+ 1965 2312.7928525 TRUE 2313
2021-11-15 80+ 3661 2332.3163502 TRUE 2332
2021-11-22 80+ 1750 2369.1279609 TRUE 2369
2021-11-29 80+ 2945 2423.5121342 TRUE 2424
2021-12-06 80+ 2921 2495.3742267 TRUE 2495
2021-12-13 80+ 2519 2584.1591825 TRUE 2584
2021-12-20 80+ 2147 2688.7518176 TRUE 2689
2021-12-27 80+ 1940 2807.3735971 TRUE 2807
2022-01-03 80+ 2585 2937.4978466 TRUE 2937
2022-01-10 80+ 3420 3075.8105470 TRUE 3076
2022-01-17 80+ 3269 3218.2449860 TRUE 3218
2022-01-24 80+ 3048 3360.1133367 TRUE 3360
2022-01-31 80+ 4254 3496.3454362 TRUE 3496
2022-02-07 80+ 3848 3621.8254778 TRUE 3622
2022-02-14 80+ 2620 3731.7945234 TRUE 3732
2022-02-21 80+ 1850 3822.2665767 TRUE 3822
2022-02-28 80+ 6452 3890.3949425 TRUE 3890
2022-03-07 80+ 4710 3934.7284878 TRUE 3935
2022-03-14 80+ 16870 3955.3149094 TRUE 3955
2022-03-21 80+ 3077 3953.6361239 TRUE 3954
2022-03-28 80+ 2840 3932.3917827 TRUE 3932
2022-04-04 80+ 4693 3895.1722918 TRUE 3895
2022-04-11 80+ 2106 3846.0764954 TRUE 3846
2022-04-18 80+ 3115 3789.3294788 TRUE 3789
2022-04-25 80+ 6783 3728.9450860 TRUE 3729
2022-05-02 80+ 3396 3668.4607362 TRUE 3668
2022-05-09 80+ 2566 3610.7544706 TRUE 3611
2022-05-16 80+ 3312 3557.9401012 TRUE 3558
2022-05-23 80+ 2497 3511.3279951 TRUE 3511
2022-05-30 80+ 2131 3471.4364820 TRUE 3471
2022-06-06 80+ 3269 3438.0408012 TRUE 3438
2022-06-13 80+ 2627 3410.2509192 TRUE 3410
2022-06-20 80+ 1962 3386.6143977 TRUE 3387
2022-06-27 80+ 1766 3365.2440562 TRUE 3365
2022-07-04 80+ 2704 3343.9712254 TRUE 3344
2022-07-11 80+ 3382 3320.5234086 TRUE 3321
2022-07-18 80+ 4821 3292.7204143 TRUE 3293
2022-07-25 80+ 3030 3258.6766540 TRUE 3259
2022-08-01 80+ 4741 3216.9911934 TRUE 3217
2022-08-08 80+ 2424 3166.9035483 TRUE 3167
2022-08-15 80+ 1862 3108.3940032 TRUE 3108
2022-08-22 80+ 3024 3042.2131943 TRUE 3042
2022-08-29 80+ 2347 2969.8360136 TRUE 2970
2022-09-05 80+ 1362 2893.3472110 TRUE 2893
2022-09-12 80+ 1273 2815.2772199 TRUE 2815
2022-09-19 80+ 2828 2738.4137866 TRUE 2738
2022-09-26 80+ 2661 2665.6163193 TRUE 2666
2022-10-03 80+ 1769 2599.6556025 TRUE 2600
2022-10-10 80+ 1568 2543.0933019 TRUE 2543
2022-10-17 80+ 2246 2498.2059612 TRUE 2498
2022-10-24 80+ 3147 2466.9492819 TRUE 2467
2022-10-31 80+ 2451 2450.9519697 TRUE 2451
2022-11-07 80+ 1594 2451.5249264 TRUE 2452
2022-11-14 80+ 1818 2469.6708975 TRUE 2470
2022-11-21 80+ 1089 2506.0812731 TRUE 2506
2022-11-28 80+ 2874 2561.1099985 TRUE 2561
2022-12-05 80+ 1920 2634.7190992 TRUE 2635
2022-12-12 80+ 1514 2726.3960385 TRUE 2726
2022-12-19 80+ 4166 2835.0499455 TRUE 2835
2022-12-26 80+ 2794 2958.9013856 TRUE 2959 
#write.csv(predictions_2y, "TEST_1_B_predictions_2year_per_agegroup.csv", row.names = FALSE)
#write.csv(results_all, "TEST_1_B_expected_outcome_all_years_per_agegroup.csv", row.names = FALSE)

agegroups <- sort(unique(results_all$agegroup))

for (ag in agegroups) {
  plot_df <- results_all %>%
    filter(agegroup == ag, year == forecast_year)
  
  p <- ggplot(plot_df, aes(x = date)) +
    geom_line(aes(y = outcome), color = "#0f77b4", linewidth = 0.3) +
    geom_line(aes(y = expected), color = "#ff7f0e", linewidth = 1.1) +
    labs(
      title = paste("Observed vs expected 2 év előrejelzés - korcsoport:", ag),
      x = "Dátum",
      y = "Halálozási esetszám"
    ) +
    theme_minimal() + 
    theme(
      plot.title = element_text(hjust = 0.5)
    )
  print(p)
}

prediction_T_1_B <- predictions_2y 
# ===================================================================
#      AGGREGÁLT POPULÁCIÓS HALÁLOZÁSI IDŐSOR ELŐÁLLÍTÁSA
# ===================================================================
# Cél:
#   A 21-22 évre előrejelzett baseline (predictions_2y) tartalmazza
#   minden korcsoportra külön az observed és expected értékeket.
#
#   Ez a blokk ezeket összevonja:
#       - outcome_total      = megfigyelt halálozás összegzése
#       - expected_total     = modell által becsült baseline
#       - expected_int_total = integerre kerekített baseline
#
#   Az eredmény egyetlen idősor, amely a teljes populációra nézve
#   mutatja a halálozás időbeli alakulását.
# ===================================================================
agg_daily <- predictions_2y %>%
  group_by(date) %>%
  summarise(
    outcome_total = sum(outcome, na.rm = TRUE),
    expected_total = sum(expected, na.rm = TRUE),
    expected_int_total = sum(expected_int, na.rm = TRUE)
  ) %>%
  ungroup()

kable(agg_daily,
      caption = "Aggregált adatsor áttekintése",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Aggregált adatsor áttekintése
date outcome_total expected_total expected_int_total
2021-01-04 6450 5121.007 5120
2021-01-11 3607 5345.297 5346
2021-01-18 9450 5574.602 5575
2021-01-25 6023 5801.300 5804
2021-02-01 3786 6017.291 6017
2021-02-08 3698 6214.549 6214
2021-02-15 7492 6385.748 6389
2021-02-22 19043 6524.901 6526
2021-03-01 6849 6627.893 6629
2021-03-08 6124 6692.838 6695
2021-03-15 5539 6720.193 6721
2021-03-22 3721 6712.615 6713
2021-03-29 6290 6674.595 6675
2021-04-05 13349 6611.941 6613
2021-04-12 3773 6531.171 6532
2021-04-19 5717 6438.936 6441
2021-04-26 6203 6341.500 6344
2021-05-03 5851 6244.346 6245
2021-05-10 4198 6151.895 6152
2021-05-17 6195 6067.358 6067
2021-05-24 3269 5992.673 5990
2021-05-31 3420 5928.533 5928
2021-06-07 5858 5874.463 5875
2021-06-14 4608 5828.949 5830
2021-06-21 6451 5789.610 5789
2021-06-28 7138 5753.400 5753
2021-07-05 4320 5716.866 5717
2021-07-12 10020 5676.429 5677
2021-07-19 5896 5628.702 5629
2021-07-26 6848 5570.802 5573
2021-08-02 4002 5500.648 5499
2021-08-09 4656 5417.191 5415
2021-08-16 4751 5320.564 5318
2021-08-23 3327 5212.108 5211
2021-08-30 2654 5094.295 5094
2021-09-06 3774 4970.536 4970
2021-09-13 5256 4844.923 4846
2021-09-20 4990 4721.935 4722
2021-09-27 1935 4606.148 4607
2021-10-04 1581 4501.990 4501
2021-10-11 6624 4413.554 4413
2021-10-18 8387 4344.474 4343
2021-10-25 4535 4297.872 4297
2021-11-01 5614 4276.335 4276
2021-11-08 3627 4281.924 4281
2021-11-15 6762 4316.176 4315
2021-11-22 3233 4380.088 4380
2021-11-29 5436 4474.069 4475
2021-12-06 5388 4597.844 4598
2021-12-13 4639 4750.327 4751
2021-12-20 3946 4929.463 4929
2021-12-27 3556 5132.069 5131
2022-01-03 4717 5353.715 5353
2022-01-10 6212 5588.675 5589
2022-01-17 5900 5830.010 5827
2022-01-24 5461 6069.800 6069
2022-01-31 7615 6299.549 6298
2022-02-07 6889 6510.748 6509
2022-02-14 4691 6695.530 6695
2022-02-21 3314 6847.341 6848
2022-02-28 11563 6961.535 6962
2022-03-07 8440 7035.772 7036
2022-03-14 30241 7070.182 7069
2022-03-21 5517 7067.252 7067
2022-03-28 5095 7031.472 7031
2022-04-04 8422 6968.800 6968
2022-04-11 3782 6886.038 6885
2022-04-18 5600 6790.211 6789
2022-04-25 12196 6688.009 6687
2022-05-02 6108 6585.347 6584
2022-05-09 4622 6487.057 6488
2022-05-16 5967 6396.709 6397
2022-05-23 4502 6316.538 6315
2022-05-30 3845 6247.456 6248
2022-06-06 5902 6189.131 6188
2022-06-13 4745 6140.113 6139
2022-06-20 3548 6098.009 6098
2022-06-27 3192 6059.694 6057
2022-07-04 4882 6021.570 6021
2022-07-11 6085 5979.866 5980
2022-07-18 8607 5930.959 5931
2022-07-25 5434 5871.716 5873
2022-08-01 8562 5799.803 5799
2022-08-08 4392 5713.951 5712
2022-08-15 3378 5614.113 5614
2022-08-22 5492 5501.525 5501
2022-08-29 4267 5378.632 5378
2022-09-05 2478 5248.904 5250
2022-09-12 2317 5116.570 5118
2022-09-19 5152 4986.310 4988
2022-09-26 4852 4862.952 4865
2022-10-03 3229 4751.197 4750
2022-10-10 2864 4655.417 4655
2022-10-17 4107 4579.517 4578
2022-10-24 5759 4526.865 4525
2022-10-31 4488 4500.267 4500
2022-11-07 2922 4501.973 4501
2022-11-14 3333 4533.684 4532
2022-11-21 1997 4596.535 4596
2022-11-28 5267 4691.051 4690
2022-12-05 3516 4817.057 4819
2022-12-12 2767 4973.541 4974
2022-12-19 7602 5158.497 5159
2022-12-26 5086 5368.753 5368 
ggplot(agg_daily, aes(x = date)) +
  geom_line(aes(y = outcome_total, color = "Observed"), linewidth = 0.6) +
  geom_line(aes(y = expected_total, color= "Predicted"), linewidth = 1.1) +
  scale_color_manual(
    values = c(
      "Observed" = "#0f77b4",
      "Predicted" = "#ff7f0e"
    ),
    labels = c(
      "Observed" = "Megfigyelt halálozás",
      "Predicted" = "Prediktált halálozás"
    ),
    name = NULL
  ) +
  labs(
    x = "Dátum",
    y = "Halálozási esetszám"
  ) +
  theme_minimal() +
  theme(
    legend.position = "bottom"
  )

#write.csv(agg_daily, "TEST_1_B_aggregated_observed_expected.csv", row.names = FALSE)

Korcsoportok szerinti elemzés: 20 ÉV TANÍTÁS + 3 ÉVES ELŐREJELZÉS

#-----------------------------------------------------------
# 1. Adathalmaz előkészítése
#-----------------------------------------------------------
data <- data_original


#-----------------------------------------------------------
# 2. Évek meghatározása
#-----------------------------------------------------------
years <- sort(unique(year(data$date)))

baseline_years <- years[1:20]
forecast_year <- years[21:23]


#-----------------------------------------------------------
# 3. A 21 - 23. év dátumai
#-----------------------------------------------------------
exclude_dates <- data %>%
  filter(year(date) %in% forecast_year) %>%
  pull(date)


#-----------------------------------------------------------
# 4. Korcsoport lista (oszlopnevek a date kivételével)
#-----------------------------------------------------------
agegroups <- colnames(data)[colnames(data) != "date"]


#-----------------------------------------------------------
# 5. Eredménytábla létrehozása
#-----------------------------------------------------------
results <- list()


#-----------------------------------------------------------
# 6. Iterálás minden korcsoporton
#-----------------------------------------------------------
for (ag in agegroups) {
  
  message("Futtatott korcsoport: ", ag)
  
  df <- data %>%
    select(date, outcome = all_of(ag)) %>%
    mutate(
      population = 1,
      year = year(date)
    )
  
  computed_df <- compute_expected(
    counts          = df,
    exclude         = exclude_dates,
    frequency       = 52,
    weekday.effect  = FALSE,
    keep.components = TRUE,
    verbose         = FALSE
  )
  
  expected_df$agegroup <- ag
  results[[ag]] <- expected_df
}
## Futtatott korcsoport: 0-4
## Futtatott korcsoport: 5-9
## Futtatott korcsoport: 10-14
## Futtatott korcsoport: 15-19
## Futtatott korcsoport: 20-24
## Futtatott korcsoport: 25-29
## Futtatott korcsoport: 30-34
## Futtatott korcsoport: 35-39
## Futtatott korcsoport: 40-44
## Futtatott korcsoport: 45-49
## Futtatott korcsoport: 50-54
## Futtatott korcsoport: 55-59
## Futtatott korcsoport: 60-64
## Futtatott korcsoport: 65-69
## Futtatott korcsoport: 70-74
## Futtatott korcsoport: 75-79
## Futtatott korcsoport: 80+
#-----------------------------------------------------------
# 7. Eredmények összefűzése
#-----------------------------------------------------------
results_all <- bind_rows(results)


#-----------------------------------------------------------
# 8. A 21 - 23. évek előrejelzéseinek kiszedése
#-----------------------------------------------------------
predictions_3y <- results_all %>%
  filter(year %in% forecast_year) %>%
  select(date, agegroup, outcome, expected, excluded) %>%
  mutate(expected_int = round(expected))


#-----------------------------------------------------------
# 9. Eredmények megjelenítése, mentése
#-----------------------------------------------------------
kable(predictions_3y,
      caption = "Eredményül kapott adatsor",
      vooktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Eredményül kapott adatsor
date agegroup outcome expected excluded expected_int
2021-01-04 0-4 3509 2788.633 TRUE 2789
2021-01-11 0-4 1972 2919.859 TRUE 2920
2021-01-18 0-4 5202 3054.371 TRUE 3054
2021-01-25 0-4 3341 3187.680 TRUE 3188
2021-02-01 0-4 2099 3314.976 TRUE 3315
2021-02-08 0-4 2050 3431.459 TRUE 3431
2021-02-15 0-4 4154 3532.723 TRUE 3533
2021-02-22 0-4 10556 3615.142 TRUE 3615
2021-03-01 0-4 3794 3676.208 TRUE 3676
2021-03-08 0-4 3393 3714.754 TRUE 3715
2021-03-15 0-4 3068 3731.026 TRUE 3731
2021-03-22 0-4 2060 3726.600 TRUE 3727
2021-03-29 0-4 3480 3704.164 TRUE 3704
2021-04-05 0-4 7384 3667.195 TRUE 3667
2021-04-12 0-4 2086 3619.598 TRUE 3620
2021-04-19 0-4 3159 3565.346 TRUE 3565
2021-04-26 0-4 3425 3508.173 TRUE 3508
2021-05-03 0-4 3229 3451.336 TRUE 3451
2021-05-10 0-4 2315 3397.451 TRUE 3397
2021-05-17 0-4 3412 3348.402 TRUE 3348
2021-05-24 0-4 1800 3305.318 TRUE 3305
2021-05-31 0-4 1881 3268.583 TRUE 3269
2021-06-07 0-4 3221 3237.890 TRUE 3238
2021-06-14 0-4 2532 3212.318 TRUE 3212
2021-06-21 0-4 3542 3190.431 TRUE 3190
2021-06-28 0-4 3921 3170.402 TRUE 3170
2021-07-05 0-4 2376 3150.161 TRUE 3150
2021-07-12 0-4 5533 3127.566 TRUE 3128
2021-07-19 0-4 3285 3100.589 TRUE 3101
2021-07-26 0-4 3786 3067.508 TRUE 3068
2021-08-02 0-4 2199 3027.080 TRUE 3027
2021-08-09 0-4 2550 2978.683 TRUE 2979
2021-08-16 0-4 2599 2922.403 TRUE 2922
2021-08-23 0-4 1818 2859.049 TRUE 2859
2021-08-30 0-4 1450 2790.103 TRUE 2790
2021-09-06 0-4 2060 2717.600 TRUE 2718
2021-09-13 0-4 2866 2643.972 TRUE 2644
2021-09-20 0-4 2719 2571.867 TRUE 2572
2021-09-27 0-4 1054 2503.979 TRUE 2504
2021-10-04 0-4 860 2442.897 TRUE 2443
2021-10-11 0-4 3600 2391.001 TRUE 2391
2021-10-18 0-4 4552 2350.396 TRUE 2350
2021-10-25 0-4 2459 2322.882 TRUE 2323
2021-11-01 0-4 3042 2309.949 TRUE 2310
2021-11-08 0-4 1965 2312.793 TRUE 2313
2021-11-15 0-4 3661 2332.316 TRUE 2332
2021-11-22 0-4 1750 2369.128 TRUE 2369
2021-11-29 0-4 2945 2423.512 TRUE 2424
2021-12-06 0-4 2921 2495.374 TRUE 2495
2021-12-13 0-4 2519 2584.159 TRUE 2584
2021-12-20 0-4 2147 2688.752 TRUE 2689
2021-12-27 0-4 1940 2807.374 TRUE 2807
2022-01-03 0-4 2585 2937.498 TRUE 2937
2022-01-10 0-4 3420 3075.811 TRUE 3076
2022-01-17 0-4 3269 3218.245 TRUE 3218
2022-01-24 0-4 3048 3360.113 TRUE 3360
2022-01-31 0-4 4254 3496.345 TRUE 3496
2022-02-07 0-4 3848 3621.825 TRUE 3622
2022-02-14 0-4 2620 3731.795 TRUE 3732
2022-02-21 0-4 1850 3822.267 TRUE 3822
2022-02-28 0-4 6452 3890.395 TRUE 3890
2022-03-07 0-4 4710 3934.728 TRUE 3935
2022-03-14 0-4 16870 3955.315 TRUE 3955
2022-03-21 0-4 3077 3953.636 TRUE 3954
2022-03-28 0-4 2840 3932.392 TRUE 3932
2022-04-04 0-4 4693 3895.172 TRUE 3895
2022-04-11 0-4 2106 3846.076 TRUE 3846
2022-04-18 0-4 3115 3789.329 TRUE 3789
2022-04-25 0-4 6783 3728.945 TRUE 3729
2022-05-02 0-4 3396 3668.461 TRUE 3668
2022-05-09 0-4 2566 3610.754 TRUE 3611
2022-05-16 0-4 3312 3557.940 TRUE 3558
2022-05-23 0-4 2497 3511.328 TRUE 3511
2022-05-30 0-4 2131 3471.436 TRUE 3471
2022-06-06 0-4 3269 3438.041 TRUE 3438
2022-06-13 0-4 2627 3410.251 TRUE 3410
2022-06-20 0-4 1962 3386.614 TRUE 3387
2022-06-27 0-4 1766 3365.244 TRUE 3365
2022-07-04 0-4 2704 3343.971 TRUE 3344
2022-07-11 0-4 3382 3320.523 TRUE 3321
2022-07-18 0-4 4821 3292.720 TRUE 3293
2022-07-25 0-4 3030 3258.677 TRUE 3259
2022-08-01 0-4 4741 3216.991 TRUE 3217
2022-08-08 0-4 2424 3166.904 TRUE 3167
2022-08-15 0-4 1862 3108.394 TRUE 3108
2022-08-22 0-4 3024 3042.213 TRUE 3042
2022-08-29 0-4 2347 2969.836 TRUE 2970
2022-09-05 0-4 1362 2893.347 TRUE 2893
2022-09-12 0-4 1273 2815.277 TRUE 2815
2022-09-19 0-4 2828 2738.414 TRUE 2738
2022-09-26 0-4 2661 2665.616 TRUE 2666
2022-10-03 0-4 1769 2599.656 TRUE 2600
2022-10-10 0-4 1568 2543.093 TRUE 2543
2022-10-17 0-4 2246 2498.206 TRUE 2498
2022-10-24 0-4 3147 2466.949 TRUE 2467
2022-10-31 0-4 2451 2450.952 TRUE 2451
2022-11-07 0-4 1594 2451.525 TRUE 2452
2022-11-14 0-4 1818 2469.671 TRUE 2470
2022-11-21 0-4 1089 2506.081 TRUE 2506
2022-11-28 0-4 2874 2561.110 TRUE 2561
2022-12-05 0-4 1920 2634.719 TRUE 2635
2022-12-12 0-4 1514 2726.396 TRUE 2726
2022-12-19 0-4 4166 2835.050 TRUE 2835
2022-12-26 0-4 2794 2958.901 TRUE 2959
2023-01-02 0-4 2502 3095.388 FALSE 3095
2023-01-09 0-4 2301 3241.114 FALSE 3241
2023-01-16 0-4 3422 3391.874 FALSE 3392
2023-01-23 0-4 3388 3542.777 FALSE 3543
2023-01-30 0-4 3933 3688.483 FALSE 3688
2023-02-06 0-4 1897 3823.549 FALSE 3824
2023-02-13 0-4 5083 3942.843 FALSE 3943
2023-02-20 0-4 5549 4041.996 FALSE 4042
2023-02-27 0-4 4246 4117.795 FALSE 4118
2023-03-06 0-4 3991 4168.478 FALSE 4168
2023-03-13 0-4 2654 4193.868 FALSE 4194
2023-03-20 0-4 1955 4195.330 FALSE 4195
2023-03-27 0-4 6368 4175.562 FALSE 4176
2023-04-03 0-4 2222 4138.261 FALSE 4138
2023-04-10 0-4 4161 4087.724 FALSE 4088
2023-04-17 0-4 6332 4028.436 FALSE 4028
2023-04-24 0-4 2996 3964.706 FALSE 3965
2023-05-01 0-4 5988 3900.373 FALSE 3900
2023-05-08 0-4 3220 3838.597 FALSE 3839
2023-05-15 0-4 5046 3781.741 FALSE 3782
2023-05-22 0-4 3301 3731.318 FALSE 3731
2023-05-29 0-4 7247 3687.994 FALSE 3688
2023-06-05 0-4 3067 3651.640 FALSE 3652
2023-06-12 0-4 3265 3621.406 FALSE 3621
2023-06-19 0-4 2830 3595.829 FALSE 3596
2023-06-26 0-4 5533 3572.964 FALSE 3573
2023-07-03 0-4 4282 3550.542 FALSE 3551
2023-07-10 0-4 4021 3526.156 FALSE 3526
2023-07-17 0-4 3293 3497.466 FALSE 3497
2023-07-24 0-4 2429 3462.413 FALSE 3462
2023-07-31 0-4 5252 3419.429 FALSE 3419
2023-08-07 0-4 5539 3367.599 FALSE 3368
2023-08-14 0-4 1737 3306.788 FALSE 3307
2023-08-21 0-4 1018 3237.676 FALSE 3238
2023-08-28 0-4 3280 3161.723 FALSE 3162
2023-09-04 0-4 6491 3081.059 FALSE 3081
2023-09-11 0-4 2222 2998.312 FALSE 2998
2023-09-18 0-4 2400 2916.413 FALSE 2916
2023-09-25 0-4 5082 2838.395 FALSE 2838
2023-10-02 0-4 2757 2767.221 FALSE 2767
2023-10-09 0-4 1238 2705.645 FALSE 2706
2023-10-16 0-4 1463 2656.129 FALSE 2656
2023-10-23 0-4 3366 2620.797 FALSE 2621
2023-10-30 0-4 1839 2601.427 FALSE 2601
2023-11-06 0-4 3794 2599.456 FALSE 2599
2023-11-13 0-4 3787 2615.995 FALSE 2616
2023-11-20 0-4 1224 2651.826 FALSE 2652
2023-11-27 0-4 2637 2707.378 FALSE 2707
2023-12-04 0-4 1629 2782.676 FALSE 2783
2023-12-11 0-4 3559 2877.253 FALSE 2877
2023-12-18 0-4 2125 2990.047 FALSE 2990
2023-12-25 0-4 1712 3119.283 FALSE 3119
2021-01-04 5-9 3509 2788.633 TRUE 2789
2021-01-11 5-9 1972 2919.859 TRUE 2920
2021-01-18 5-9 5202 3054.371 TRUE 3054
2021-01-25 5-9 3341 3187.680 TRUE 3188
2021-02-01 5-9 2099 3314.976 TRUE 3315
2021-02-08 5-9 2050 3431.459 TRUE 3431
2021-02-15 5-9 4154 3532.723 TRUE 3533
2021-02-22 5-9 10556 3615.142 TRUE 3615
2021-03-01 5-9 3794 3676.208 TRUE 3676
2021-03-08 5-9 3393 3714.754 TRUE 3715
2021-03-15 5-9 3068 3731.026 TRUE 3731
2021-03-22 5-9 2060 3726.600 TRUE 3727
2021-03-29 5-9 3480 3704.164 TRUE 3704
2021-04-05 5-9 7384 3667.195 TRUE 3667
2021-04-12 5-9 2086 3619.598 TRUE 3620
2021-04-19 5-9 3159 3565.346 TRUE 3565
2021-04-26 5-9 3425 3508.173 TRUE 3508
2021-05-03 5-9 3229 3451.336 TRUE 3451
2021-05-10 5-9 2315 3397.451 TRUE 3397
2021-05-17 5-9 3412 3348.402 TRUE 3348
2021-05-24 5-9 1800 3305.318 TRUE 3305
2021-05-31 5-9 1881 3268.583 TRUE 3269
2021-06-07 5-9 3221 3237.890 TRUE 3238
2021-06-14 5-9 2532 3212.318 TRUE 3212
2021-06-21 5-9 3542 3190.431 TRUE 3190
2021-06-28 5-9 3921 3170.402 TRUE 3170
2021-07-05 5-9 2376 3150.161 TRUE 3150
2021-07-12 5-9 5533 3127.566 TRUE 3128
2021-07-19 5-9 3285 3100.589 TRUE 3101
2021-07-26 5-9 3786 3067.508 TRUE 3068
2021-08-02 5-9 2199 3027.080 TRUE 3027
2021-08-09 5-9 2550 2978.683 TRUE 2979
2021-08-16 5-9 2599 2922.403 TRUE 2922
2021-08-23 5-9 1818 2859.049 TRUE 2859
2021-08-30 5-9 1450 2790.103 TRUE 2790
2021-09-06 5-9 2060 2717.600 TRUE 2718
2021-09-13 5-9 2866 2643.972 TRUE 2644
2021-09-20 5-9 2719 2571.867 TRUE 2572
2021-09-27 5-9 1054 2503.979 TRUE 2504
2021-10-04 5-9 860 2442.897 TRUE 2443
2021-10-11 5-9 3600 2391.001 TRUE 2391
2021-10-18 5-9 4552 2350.396 TRUE 2350
2021-10-25 5-9 2459 2322.882 TRUE 2323
2021-11-01 5-9 3042 2309.949 TRUE 2310
2021-11-08 5-9 1965 2312.793 TRUE 2313
2021-11-15 5-9 3661 2332.316 TRUE 2332
2021-11-22 5-9 1750 2369.128 TRUE 2369
2021-11-29 5-9 2945 2423.512 TRUE 2424
2021-12-06 5-9 2921 2495.374 TRUE 2495
2021-12-13 5-9 2519 2584.159 TRUE 2584
2021-12-20 5-9 2147 2688.752 TRUE 2689
2021-12-27 5-9 1940 2807.374 TRUE 2807
2022-01-03 5-9 2585 2937.498 TRUE 2937
2022-01-10 5-9 3420 3075.811 TRUE 3076
2022-01-17 5-9 3269 3218.245 TRUE 3218
2022-01-24 5-9 3048 3360.113 TRUE 3360
2022-01-31 5-9 4254 3496.345 TRUE 3496
2022-02-07 5-9 3848 3621.825 TRUE 3622
2022-02-14 5-9 2620 3731.795 TRUE 3732
2022-02-21 5-9 1850 3822.267 TRUE 3822
2022-02-28 5-9 6452 3890.395 TRUE 3890
2022-03-07 5-9 4710 3934.728 TRUE 3935
2022-03-14 5-9 16870 3955.315 TRUE 3955
2022-03-21 5-9 3077 3953.636 TRUE 3954
2022-03-28 5-9 2840 3932.392 TRUE 3932
2022-04-04 5-9 4693 3895.172 TRUE 3895
2022-04-11 5-9 2106 3846.076 TRUE 3846
2022-04-18 5-9 3115 3789.329 TRUE 3789
2022-04-25 5-9 6783 3728.945 TRUE 3729
2022-05-02 5-9 3396 3668.461 TRUE 3668
2022-05-09 5-9 2566 3610.754 TRUE 3611
2022-05-16 5-9 3312 3557.940 TRUE 3558
2022-05-23 5-9 2497 3511.328 TRUE 3511
2022-05-30 5-9 2131 3471.436 TRUE 3471
2022-06-06 5-9 3269 3438.041 TRUE 3438
2022-06-13 5-9 2627 3410.251 TRUE 3410
2022-06-20 5-9 1962 3386.614 TRUE 3387
2022-06-27 5-9 1766 3365.244 TRUE 3365
2022-07-04 5-9 2704 3343.971 TRUE 3344
2022-07-11 5-9 3382 3320.523 TRUE 3321
2022-07-18 5-9 4821 3292.720 TRUE 3293
2022-07-25 5-9 3030 3258.677 TRUE 3259
2022-08-01 5-9 4741 3216.991 TRUE 3217
2022-08-08 5-9 2424 3166.904 TRUE 3167
2022-08-15 5-9 1862 3108.394 TRUE 3108
2022-08-22 5-9 3024 3042.213 TRUE 3042
2022-08-29 5-9 2347 2969.836 TRUE 2970
2022-09-05 5-9 1362 2893.347 TRUE 2893
2022-09-12 5-9 1273 2815.277 TRUE 2815
2022-09-19 5-9 2828 2738.414 TRUE 2738
2022-09-26 5-9 2661 2665.616 TRUE 2666
2022-10-03 5-9 1769 2599.656 TRUE 2600
2022-10-10 5-9 1568 2543.093 TRUE 2543
2022-10-17 5-9 2246 2498.206 TRUE 2498
2022-10-24 5-9 3147 2466.949 TRUE 2467
2022-10-31 5-9 2451 2450.952 TRUE 2451
2022-11-07 5-9 1594 2451.525 TRUE 2452
2022-11-14 5-9 1818 2469.671 TRUE 2470
2022-11-21 5-9 1089 2506.081 TRUE 2506
2022-11-28 5-9 2874 2561.110 TRUE 2561
2022-12-05 5-9 1920 2634.719 TRUE 2635
2022-12-12 5-9 1514 2726.396 TRUE 2726
2022-12-19 5-9 4166 2835.050 TRUE 2835
2022-12-26 5-9 2794 2958.901 TRUE 2959
2023-01-02 5-9 2502 3095.388 FALSE 3095
2023-01-09 5-9 2301 3241.114 FALSE 3241
2023-01-16 5-9 3422 3391.874 FALSE 3392
2023-01-23 5-9 3388 3542.777 FALSE 3543
2023-01-30 5-9 3933 3688.483 FALSE 3688
2023-02-06 5-9 1897 3823.549 FALSE 3824
2023-02-13 5-9 5083 3942.843 FALSE 3943
2023-02-20 5-9 5549 4041.996 FALSE 4042
2023-02-27 5-9 4246 4117.795 FALSE 4118
2023-03-06 5-9 3991 4168.478 FALSE 4168
2023-03-13 5-9 2654 4193.868 FALSE 4194
2023-03-20 5-9 1955 4195.330 FALSE 4195
2023-03-27 5-9 6368 4175.562 FALSE 4176
2023-04-03 5-9 2222 4138.261 FALSE 4138
2023-04-10 5-9 4161 4087.724 FALSE 4088
2023-04-17 5-9 6332 4028.436 FALSE 4028
2023-04-24 5-9 2996 3964.706 FALSE 3965
2023-05-01 5-9 5988 3900.373 FALSE 3900
2023-05-08 5-9 3220 3838.597 FALSE 3839
2023-05-15 5-9 5046 3781.741 FALSE 3782
2023-05-22 5-9 3301 3731.318 FALSE 3731
2023-05-29 5-9 7247 3687.994 FALSE 3688
2023-06-05 5-9 3067 3651.640 FALSE 3652
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2023-05-22 70-74 3301 3731.318 FALSE 3731
2023-05-29 70-74 7247 3687.994 FALSE 3688
2023-06-05 70-74 3067 3651.640 FALSE 3652
2023-06-12 70-74 3265 3621.406 FALSE 3621
2023-06-19 70-74 2830 3595.829 FALSE 3596
2023-06-26 70-74 5533 3572.964 FALSE 3573
2023-07-03 70-74 4282 3550.542 FALSE 3551
2023-07-10 70-74 4021 3526.156 FALSE 3526
2023-07-17 70-74 3293 3497.466 FALSE 3497
2023-07-24 70-74 2429 3462.413 FALSE 3462
2023-07-31 70-74 5252 3419.429 FALSE 3419
2023-08-07 70-74 5539 3367.599 FALSE 3368
2023-08-14 70-74 1737 3306.788 FALSE 3307
2023-08-21 70-74 1018 3237.676 FALSE 3238
2023-08-28 70-74 3280 3161.723 FALSE 3162
2023-09-04 70-74 6491 3081.059 FALSE 3081
2023-09-11 70-74 2222 2998.312 FALSE 2998
2023-09-18 70-74 2400 2916.413 FALSE 2916
2023-09-25 70-74 5082 2838.395 FALSE 2838
2023-10-02 70-74 2757 2767.221 FALSE 2767
2023-10-09 70-74 1238 2705.645 FALSE 2706
2023-10-16 70-74 1463 2656.129 FALSE 2656
2023-10-23 70-74 3366 2620.797 FALSE 2621
2023-10-30 70-74 1839 2601.427 FALSE 2601
2023-11-06 70-74 3794 2599.456 FALSE 2599
2023-11-13 70-74 3787 2615.995 FALSE 2616
2023-11-20 70-74 1224 2651.826 FALSE 2652
2023-11-27 70-74 2637 2707.378 FALSE 2707
2023-12-04 70-74 1629 2782.676 FALSE 2783
2023-12-11 70-74 3559 2877.253 FALSE 2877
2023-12-18 70-74 2125 2990.047 FALSE 2990
2023-12-25 70-74 1712 3119.283 FALSE 3119
2021-01-04 75-79 3509 2788.633 TRUE 2789
2021-01-11 75-79 1972 2919.859 TRUE 2920
2021-01-18 75-79 5202 3054.371 TRUE 3054
2021-01-25 75-79 3341 3187.680 TRUE 3188
2021-02-01 75-79 2099 3314.976 TRUE 3315
2021-02-08 75-79 2050 3431.459 TRUE 3431
2021-02-15 75-79 4154 3532.723 TRUE 3533
2021-02-22 75-79 10556 3615.142 TRUE 3615
2021-03-01 75-79 3794 3676.208 TRUE 3676
2021-03-08 75-79 3393 3714.754 TRUE 3715
2021-03-15 75-79 3068 3731.026 TRUE 3731
2021-03-22 75-79 2060 3726.600 TRUE 3727
2021-03-29 75-79 3480 3704.164 TRUE 3704
2021-04-05 75-79 7384 3667.195 TRUE 3667
2021-04-12 75-79 2086 3619.598 TRUE 3620
2021-04-19 75-79 3159 3565.346 TRUE 3565
2021-04-26 75-79 3425 3508.173 TRUE 3508
2021-05-03 75-79 3229 3451.336 TRUE 3451
2021-05-10 75-79 2315 3397.451 TRUE 3397
2021-05-17 75-79 3412 3348.402 TRUE 3348
2021-05-24 75-79 1800 3305.318 TRUE 3305
2021-05-31 75-79 1881 3268.583 TRUE 3269
2021-06-07 75-79 3221 3237.890 TRUE 3238
2021-06-14 75-79 2532 3212.318 TRUE 3212
2021-06-21 75-79 3542 3190.431 TRUE 3190
2021-06-28 75-79 3921 3170.402 TRUE 3170
2021-07-05 75-79 2376 3150.161 TRUE 3150
2021-07-12 75-79 5533 3127.566 TRUE 3128
2021-07-19 75-79 3285 3100.589 TRUE 3101
2021-07-26 75-79 3786 3067.508 TRUE 3068
2021-08-02 75-79 2199 3027.080 TRUE 3027
2021-08-09 75-79 2550 2978.683 TRUE 2979
2021-08-16 75-79 2599 2922.403 TRUE 2922
2021-08-23 75-79 1818 2859.049 TRUE 2859
2021-08-30 75-79 1450 2790.103 TRUE 2790
2021-09-06 75-79 2060 2717.600 TRUE 2718
2021-09-13 75-79 2866 2643.972 TRUE 2644
2021-09-20 75-79 2719 2571.867 TRUE 2572
2021-09-27 75-79 1054 2503.979 TRUE 2504
2021-10-04 75-79 860 2442.897 TRUE 2443
2021-10-11 75-79 3600 2391.001 TRUE 2391
2021-10-18 75-79 4552 2350.396 TRUE 2350
2021-10-25 75-79 2459 2322.882 TRUE 2323
2021-11-01 75-79 3042 2309.949 TRUE 2310
2021-11-08 75-79 1965 2312.793 TRUE 2313
2021-11-15 75-79 3661 2332.316 TRUE 2332
2021-11-22 75-79 1750 2369.128 TRUE 2369
2021-11-29 75-79 2945 2423.512 TRUE 2424
2021-12-06 75-79 2921 2495.374 TRUE 2495
2021-12-13 75-79 2519 2584.159 TRUE 2584
2021-12-20 75-79 2147 2688.752 TRUE 2689
2021-12-27 75-79 1940 2807.374 TRUE 2807
2022-01-03 75-79 2585 2937.498 TRUE 2937
2022-01-10 75-79 3420 3075.811 TRUE 3076
2022-01-17 75-79 3269 3218.245 TRUE 3218
2022-01-24 75-79 3048 3360.113 TRUE 3360
2022-01-31 75-79 4254 3496.345 TRUE 3496
2022-02-07 75-79 3848 3621.825 TRUE 3622
2022-02-14 75-79 2620 3731.795 TRUE 3732
2022-02-21 75-79 1850 3822.267 TRUE 3822
2022-02-28 75-79 6452 3890.395 TRUE 3890
2022-03-07 75-79 4710 3934.728 TRUE 3935
2022-03-14 75-79 16870 3955.315 TRUE 3955
2022-03-21 75-79 3077 3953.636 TRUE 3954
2022-03-28 75-79 2840 3932.392 TRUE 3932
2022-04-04 75-79 4693 3895.172 TRUE 3895
2022-04-11 75-79 2106 3846.076 TRUE 3846
2022-04-18 75-79 3115 3789.329 TRUE 3789
2022-04-25 75-79 6783 3728.945 TRUE 3729
2022-05-02 75-79 3396 3668.461 TRUE 3668
2022-05-09 75-79 2566 3610.754 TRUE 3611
2022-05-16 75-79 3312 3557.940 TRUE 3558
2022-05-23 75-79 2497 3511.328 TRUE 3511
2022-05-30 75-79 2131 3471.436 TRUE 3471
2022-06-06 75-79 3269 3438.041 TRUE 3438
2022-06-13 75-79 2627 3410.251 TRUE 3410
2022-06-20 75-79 1962 3386.614 TRUE 3387
2022-06-27 75-79 1766 3365.244 TRUE 3365
2022-07-04 75-79 2704 3343.971 TRUE 3344
2022-07-11 75-79 3382 3320.523 TRUE 3321
2022-07-18 75-79 4821 3292.720 TRUE 3293
2022-07-25 75-79 3030 3258.677 TRUE 3259
2022-08-01 75-79 4741 3216.991 TRUE 3217
2022-08-08 75-79 2424 3166.904 TRUE 3167
2022-08-15 75-79 1862 3108.394 TRUE 3108
2022-08-22 75-79 3024 3042.213 TRUE 3042
2022-08-29 75-79 2347 2969.836 TRUE 2970
2022-09-05 75-79 1362 2893.347 TRUE 2893
2022-09-12 75-79 1273 2815.277 TRUE 2815
2022-09-19 75-79 2828 2738.414 TRUE 2738
2022-09-26 75-79 2661 2665.616 TRUE 2666
2022-10-03 75-79 1769 2599.656 TRUE 2600
2022-10-10 75-79 1568 2543.093 TRUE 2543
2022-10-17 75-79 2246 2498.206 TRUE 2498
2022-10-24 75-79 3147 2466.949 TRUE 2467
2022-10-31 75-79 2451 2450.952 TRUE 2451
2022-11-07 75-79 1594 2451.525 TRUE 2452
2022-11-14 75-79 1818 2469.671 TRUE 2470
2022-11-21 75-79 1089 2506.081 TRUE 2506
2022-11-28 75-79 2874 2561.110 TRUE 2561
2022-12-05 75-79 1920 2634.719 TRUE 2635
2022-12-12 75-79 1514 2726.396 TRUE 2726
2022-12-19 75-79 4166 2835.050 TRUE 2835
2022-12-26 75-79 2794 2958.901 TRUE 2959
2023-01-02 75-79 2502 3095.388 FALSE 3095
2023-01-09 75-79 2301 3241.114 FALSE 3241
2023-01-16 75-79 3422 3391.874 FALSE 3392
2023-01-23 75-79 3388 3542.777 FALSE 3543
2023-01-30 75-79 3933 3688.483 FALSE 3688
2023-02-06 75-79 1897 3823.549 FALSE 3824
2023-02-13 75-79 5083 3942.843 FALSE 3943
2023-02-20 75-79 5549 4041.996 FALSE 4042
2023-02-27 75-79 4246 4117.795 FALSE 4118
2023-03-06 75-79 3991 4168.478 FALSE 4168
2023-03-13 75-79 2654 4193.868 FALSE 4194
2023-03-20 75-79 1955 4195.330 FALSE 4195
2023-03-27 75-79 6368 4175.562 FALSE 4176
2023-04-03 75-79 2222 4138.261 FALSE 4138
2023-04-10 75-79 4161 4087.724 FALSE 4088
2023-04-17 75-79 6332 4028.436 FALSE 4028
2023-04-24 75-79 2996 3964.706 FALSE 3965
2023-05-01 75-79 5988 3900.373 FALSE 3900
2023-05-08 75-79 3220 3838.597 FALSE 3839
2023-05-15 75-79 5046 3781.741 FALSE 3782
2023-05-22 75-79 3301 3731.318 FALSE 3731
2023-05-29 75-79 7247 3687.994 FALSE 3688
2023-06-05 75-79 3067 3651.640 FALSE 3652
2023-06-12 75-79 3265 3621.406 FALSE 3621
2023-06-19 75-79 2830 3595.829 FALSE 3596
2023-06-26 75-79 5533 3572.964 FALSE 3573
2023-07-03 75-79 4282 3550.542 FALSE 3551
2023-07-10 75-79 4021 3526.156 FALSE 3526
2023-07-17 75-79 3293 3497.466 FALSE 3497
2023-07-24 75-79 2429 3462.413 FALSE 3462
2023-07-31 75-79 5252 3419.429 FALSE 3419
2023-08-07 75-79 5539 3367.599 FALSE 3368
2023-08-14 75-79 1737 3306.788 FALSE 3307
2023-08-21 75-79 1018 3237.676 FALSE 3238
2023-08-28 75-79 3280 3161.723 FALSE 3162
2023-09-04 75-79 6491 3081.059 FALSE 3081
2023-09-11 75-79 2222 2998.312 FALSE 2998
2023-09-18 75-79 2400 2916.413 FALSE 2916
2023-09-25 75-79 5082 2838.395 FALSE 2838
2023-10-02 75-79 2757 2767.221 FALSE 2767
2023-10-09 75-79 1238 2705.645 FALSE 2706
2023-10-16 75-79 1463 2656.129 FALSE 2656
2023-10-23 75-79 3366 2620.797 FALSE 2621
2023-10-30 75-79 1839 2601.427 FALSE 2601
2023-11-06 75-79 3794 2599.456 FALSE 2599
2023-11-13 75-79 3787 2615.995 FALSE 2616
2023-11-20 75-79 1224 2651.826 FALSE 2652
2023-11-27 75-79 2637 2707.378 FALSE 2707
2023-12-04 75-79 1629 2782.676 FALSE 2783
2023-12-11 75-79 3559 2877.253 FALSE 2877
2023-12-18 75-79 2125 2990.047 FALSE 2990
2023-12-25 75-79 1712 3119.283 FALSE 3119
2021-01-04 80+ 3509 2788.633 TRUE 2789
2021-01-11 80+ 1972 2919.859 TRUE 2920
2021-01-18 80+ 5202 3054.371 TRUE 3054
2021-01-25 80+ 3341 3187.680 TRUE 3188
2021-02-01 80+ 2099 3314.976 TRUE 3315
2021-02-08 80+ 2050 3431.459 TRUE 3431
2021-02-15 80+ 4154 3532.723 TRUE 3533
2021-02-22 80+ 10556 3615.142 TRUE 3615
2021-03-01 80+ 3794 3676.208 TRUE 3676
2021-03-08 80+ 3393 3714.754 TRUE 3715
2021-03-15 80+ 3068 3731.026 TRUE 3731
2021-03-22 80+ 2060 3726.600 TRUE 3727
2021-03-29 80+ 3480 3704.164 TRUE 3704
2021-04-05 80+ 7384 3667.195 TRUE 3667
2021-04-12 80+ 2086 3619.598 TRUE 3620
2021-04-19 80+ 3159 3565.346 TRUE 3565
2021-04-26 80+ 3425 3508.173 TRUE 3508
2021-05-03 80+ 3229 3451.336 TRUE 3451
2021-05-10 80+ 2315 3397.451 TRUE 3397
2021-05-17 80+ 3412 3348.402 TRUE 3348
2021-05-24 80+ 1800 3305.318 TRUE 3305
2021-05-31 80+ 1881 3268.583 TRUE 3269
2021-06-07 80+ 3221 3237.890 TRUE 3238
2021-06-14 80+ 2532 3212.318 TRUE 3212
2021-06-21 80+ 3542 3190.431 TRUE 3190
2021-06-28 80+ 3921 3170.402 TRUE 3170
2021-07-05 80+ 2376 3150.161 TRUE 3150
2021-07-12 80+ 5533 3127.566 TRUE 3128
2021-07-19 80+ 3285 3100.589 TRUE 3101
2021-07-26 80+ 3786 3067.508 TRUE 3068
2021-08-02 80+ 2199 3027.080 TRUE 3027
2021-08-09 80+ 2550 2978.683 TRUE 2979
2021-08-16 80+ 2599 2922.403 TRUE 2922
2021-08-23 80+ 1818 2859.049 TRUE 2859
2021-08-30 80+ 1450 2790.103 TRUE 2790
2021-09-06 80+ 2060 2717.600 TRUE 2718
2021-09-13 80+ 2866 2643.972 TRUE 2644
2021-09-20 80+ 2719 2571.867 TRUE 2572
2021-09-27 80+ 1054 2503.979 TRUE 2504
2021-10-04 80+ 860 2442.897 TRUE 2443
2021-10-11 80+ 3600 2391.001 TRUE 2391
2021-10-18 80+ 4552 2350.396 TRUE 2350
2021-10-25 80+ 2459 2322.882 TRUE 2323
2021-11-01 80+ 3042 2309.949 TRUE 2310
2021-11-08 80+ 1965 2312.793 TRUE 2313
2021-11-15 80+ 3661 2332.316 TRUE 2332
2021-11-22 80+ 1750 2369.128 TRUE 2369
2021-11-29 80+ 2945 2423.512 TRUE 2424
2021-12-06 80+ 2921 2495.374 TRUE 2495
2021-12-13 80+ 2519 2584.159 TRUE 2584
2021-12-20 80+ 2147 2688.752 TRUE 2689
2021-12-27 80+ 1940 2807.374 TRUE 2807
2022-01-03 80+ 2585 2937.498 TRUE 2937
2022-01-10 80+ 3420 3075.811 TRUE 3076
2022-01-17 80+ 3269 3218.245 TRUE 3218
2022-01-24 80+ 3048 3360.113 TRUE 3360
2022-01-31 80+ 4254 3496.345 TRUE 3496
2022-02-07 80+ 3848 3621.825 TRUE 3622
2022-02-14 80+ 2620 3731.795 TRUE 3732
2022-02-21 80+ 1850 3822.267 TRUE 3822
2022-02-28 80+ 6452 3890.395 TRUE 3890
2022-03-07 80+ 4710 3934.728 TRUE 3935
2022-03-14 80+ 16870 3955.315 TRUE 3955
2022-03-21 80+ 3077 3953.636 TRUE 3954
2022-03-28 80+ 2840 3932.392 TRUE 3932
2022-04-04 80+ 4693 3895.172 TRUE 3895
2022-04-11 80+ 2106 3846.076 TRUE 3846
2022-04-18 80+ 3115 3789.329 TRUE 3789
2022-04-25 80+ 6783 3728.945 TRUE 3729
2022-05-02 80+ 3396 3668.461 TRUE 3668
2022-05-09 80+ 2566 3610.754 TRUE 3611
2022-05-16 80+ 3312 3557.940 TRUE 3558
2022-05-23 80+ 2497 3511.328 TRUE 3511
2022-05-30 80+ 2131 3471.436 TRUE 3471
2022-06-06 80+ 3269 3438.041 TRUE 3438
2022-06-13 80+ 2627 3410.251 TRUE 3410
2022-06-20 80+ 1962 3386.614 TRUE 3387
2022-06-27 80+ 1766 3365.244 TRUE 3365
2022-07-04 80+ 2704 3343.971 TRUE 3344
2022-07-11 80+ 3382 3320.523 TRUE 3321
2022-07-18 80+ 4821 3292.720 TRUE 3293
2022-07-25 80+ 3030 3258.677 TRUE 3259
2022-08-01 80+ 4741 3216.991 TRUE 3217
2022-08-08 80+ 2424 3166.904 TRUE 3167
2022-08-15 80+ 1862 3108.394 TRUE 3108
2022-08-22 80+ 3024 3042.213 TRUE 3042
2022-08-29 80+ 2347 2969.836 TRUE 2970
2022-09-05 80+ 1362 2893.347 TRUE 2893
2022-09-12 80+ 1273 2815.277 TRUE 2815
2022-09-19 80+ 2828 2738.414 TRUE 2738
2022-09-26 80+ 2661 2665.616 TRUE 2666
2022-10-03 80+ 1769 2599.656 TRUE 2600
2022-10-10 80+ 1568 2543.093 TRUE 2543
2022-10-17 80+ 2246 2498.206 TRUE 2498
2022-10-24 80+ 3147 2466.949 TRUE 2467
2022-10-31 80+ 2451 2450.952 TRUE 2451
2022-11-07 80+ 1594 2451.525 TRUE 2452
2022-11-14 80+ 1818 2469.671 TRUE 2470
2022-11-21 80+ 1089 2506.081 TRUE 2506
2022-11-28 80+ 2874 2561.110 TRUE 2561
2022-12-05 80+ 1920 2634.719 TRUE 2635
2022-12-12 80+ 1514 2726.396 TRUE 2726
2022-12-19 80+ 4166 2835.050 TRUE 2835
2022-12-26 80+ 2794 2958.901 TRUE 2959
2023-01-02 80+ 2502 3095.388 FALSE 3095
2023-01-09 80+ 2301 3241.114 FALSE 3241
2023-01-16 80+ 3422 3391.874 FALSE 3392
2023-01-23 80+ 3388 3542.777 FALSE 3543
2023-01-30 80+ 3933 3688.483 FALSE 3688
2023-02-06 80+ 1897 3823.549 FALSE 3824
2023-02-13 80+ 5083 3942.843 FALSE 3943
2023-02-20 80+ 5549 4041.996 FALSE 4042
2023-02-27 80+ 4246 4117.795 FALSE 4118
2023-03-06 80+ 3991 4168.478 FALSE 4168
2023-03-13 80+ 2654 4193.868 FALSE 4194
2023-03-20 80+ 1955 4195.330 FALSE 4195
2023-03-27 80+ 6368 4175.562 FALSE 4176
2023-04-03 80+ 2222 4138.261 FALSE 4138
2023-04-10 80+ 4161 4087.724 FALSE 4088
2023-04-17 80+ 6332 4028.436 FALSE 4028
2023-04-24 80+ 2996 3964.706 FALSE 3965
2023-05-01 80+ 5988 3900.373 FALSE 3900
2023-05-08 80+ 3220 3838.597 FALSE 3839
2023-05-15 80+ 5046 3781.741 FALSE 3782
2023-05-22 80+ 3301 3731.318 FALSE 3731
2023-05-29 80+ 7247 3687.994 FALSE 3688
2023-06-05 80+ 3067 3651.640 FALSE 3652
2023-06-12 80+ 3265 3621.406 FALSE 3621
2023-06-19 80+ 2830 3595.829 FALSE 3596
2023-06-26 80+ 5533 3572.964 FALSE 3573
2023-07-03 80+ 4282 3550.542 FALSE 3551
2023-07-10 80+ 4021 3526.156 FALSE 3526
2023-07-17 80+ 3293 3497.466 FALSE 3497
2023-07-24 80+ 2429 3462.413 FALSE 3462
2023-07-31 80+ 5252 3419.429 FALSE 3419
2023-08-07 80+ 5539 3367.599 FALSE 3368
2023-08-14 80+ 1737 3306.788 FALSE 3307
2023-08-21 80+ 1018 3237.676 FALSE 3238
2023-08-28 80+ 3280 3161.723 FALSE 3162
2023-09-04 80+ 6491 3081.059 FALSE 3081
2023-09-11 80+ 2222 2998.312 FALSE 2998
2023-09-18 80+ 2400 2916.413 FALSE 2916
2023-09-25 80+ 5082 2838.395 FALSE 2838
2023-10-02 80+ 2757 2767.221 FALSE 2767
2023-10-09 80+ 1238 2705.645 FALSE 2706
2023-10-16 80+ 1463 2656.129 FALSE 2656
2023-10-23 80+ 3366 2620.797 FALSE 2621
2023-10-30 80+ 1839 2601.427 FALSE 2601
2023-11-06 80+ 3794 2599.456 FALSE 2599
2023-11-13 80+ 3787 2615.995 FALSE 2616
2023-11-20 80+ 1224 2651.826 FALSE 2652
2023-11-27 80+ 2637 2707.378 FALSE 2707
2023-12-04 80+ 1629 2782.676 FALSE 2783
2023-12-11 80+ 3559 2877.253 FALSE 2877
2023-12-18 80+ 2125 2990.047 FALSE 2990
2023-12-25 80+ 1712 3119.283 FALSE 3119 
#write.csv(predictions_3y, "TEST_1_C_predictions_3year_per_agegroup.csv", row.names = FALSE)
#write.csv(results_all, "TEST_1_C_expected_outcome_all_years_per_agegroup.csv", row.names = FALSE)


agegroups <- sort(unique(results_all$agegroup))

for (ag in agegroups) {
  plot_df <- results_all %>%
    filter(agegroup == ag, year == forecast_year)
  
  p <- ggplot(plot_df, aes(x = date)) +
    geom_line(aes(y = outcome), color = "#0f77b4", linewidth = 0.3) +
    geom_line(aes(y = expected), color = "#ff7f0e", linewidth = 1.1) +
    labs(
      title = paste("Observed vs expected 3 év - korcsoport:", ag),
      x = "Dátum",
      y = "Halálozási esetszám"
    ) +
    theme_minimal() +
    theme(
      plot.title = element_text(hjust = 0.5)
    )
  print(p)
}

prediction_T_1_C <- predictions_3y 
# ===================================================================
#      AGGREGÁLT POPULÁCIÓS HALÁLOZÁSI IDŐSOR ELŐÁLLÍTÁSA
# ===================================================================
# Cél:
#   A 21-23 évre előrejelzett baseline (predictions_3y) tartalmazza
#   minden korcsoportra külön az observed és expected értékeket.
#
#   Ez a blokk ezeket összevonja:
#       - outcome_total      = megfigyelt halálozás összegzése
#       - expected_total     = modell által becsült baseline
#       - expected_int_total = integerre kerekített baseline
#
#   Az eredmény egyetlen idősor, amely a teljes populációra nézve
#   mutatja a halálozás időbeli alakulását.
# ===================================================================
agg_daily <- predictions_3y %>%
  group_by(date) %>%
  summarise(
    outcome_total = sum(outcome, na.rm = TRUE),
    expected_total = sum(expected, na.rm = TRUE),
    expected_int_total = sum(expected_int, na.rm = TRUE)
  ) %>%
  ungroup()


kable(agg_daily,
      caption = "Aggregált adatsor áttekintése",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Aggregált adatsor áttekintése
date outcome_total expected_total expected_int_total
2021-01-04 59653 47406.76 47413
2021-01-11 33524 49637.61 49640
2021-01-18 88434 51924.31 51918
2021-01-25 56797 54190.55 54196
2021-02-01 35683 56354.59 56355
2021-02-08 34850 58334.81 58327
2021-02-15 70618 60056.29 60061
2021-02-22 179452 61457.41 61455
2021-03-01 64498 62495.54 62492
2021-03-08 57681 63150.83 63155
2021-03-15 52156 63427.44 63427
2021-03-22 35020 63352.20 63359
2021-03-29 59160 62970.79 62968
2021-04-05 125528 62342.32 62339
2021-04-12 35462 61533.16 61540
2021-04-19 53703 60610.87 60605
2021-04-26 58225 59638.94 59636
2021-05-03 54893 58672.72 58667
2021-05-10 39355 57756.66 57749
2021-05-17 58004 56922.84 56916
2021-05-24 30600 56190.40 56185
2021-05-31 31977 55565.90 55573
2021-06-07 54757 55044.13 55046
2021-06-14 43044 54609.41 54604
2021-06-21 60214 54237.33 54230
2021-06-28 66657 53896.83 53890
2021-07-05 40392 53552.73 53550
2021-07-12 94061 53168.62 53176
2021-07-19 55845 52710.02 52717
2021-07-26 64362 52147.64 52156
2021-08-02 37383 51460.36 51459
2021-08-09 43350 50637.61 50643
2021-08-16 44183 49680.85 49674
2021-08-23 30906 48603.84 48603
2021-08-30 24650 47431.75 47430
2021-09-06 35020 46199.20 46206
2021-09-13 48722 44947.52 44948
2021-09-20 46223 43721.75 43724
2021-09-27 17918 42567.64 42568
2021-10-04 14620 41529.25 41531
2021-10-11 61200 40647.02 40647
2021-10-18 77384 39956.74 39950
2021-10-25 41803 39488.99 39491
2021-11-01 51714 39269.14 39270
2021-11-08 33405 39317.48 39321
2021-11-15 62237 39649.38 39644
2021-11-22 29750 40275.18 40273
2021-11-29 50065 41199.71 41208
2021-12-06 49657 42421.36 42415
2021-12-13 42823 43930.71 43928
2021-12-20 36499 45708.78 45713
2021-12-27 32980 47725.35 47719
2022-01-03 43945 49937.46 49929
2022-01-10 58140 52288.78 52292
2022-01-17 55573 54710.16 54706
2022-01-24 51816 57121.93 57120
2022-01-31 72318 59437.87 59432
2022-02-07 65416 61571.03 61574
2022-02-14 44540 63440.51 63444
2022-02-21 31450 64978.53 64974
2022-02-28 109684 66136.71 66130
2022-03-07 80070 66890.38 66895
2022-03-14 286790 67240.35 67235
2022-03-21 52309 67211.81 67218
2022-03-28 48280 66850.66 66844
2022-04-04 79781 66217.93 66215
2022-04-11 35802 65383.30 65382
2022-04-18 52955 64418.60 64413
2022-04-25 115311 63392.07 63393
2022-05-02 57732 62363.83 62356
2022-05-09 43622 61382.83 61387
2022-05-16 56304 60484.98 60486
2022-05-23 42449 59692.58 59687
2022-05-30 36227 59014.42 59007
2022-06-06 55573 58446.69 58446
2022-06-13 44659 57974.27 57970
2022-06-20 33354 57572.44 57579
2022-06-27 30022 57209.15 57205
2022-07-04 45968 56847.51 56848
2022-07-11 57494 56448.90 56457
2022-07-18 81957 55976.25 55981
2022-07-25 51510 55397.50 55403
2022-08-01 80597 54688.85 54689
2022-08-08 41208 53837.36 53839
2022-08-15 31654 52842.70 52836
2022-08-22 51408 51717.62 51714
2022-08-29 39899 50487.21 50490
2022-09-05 23154 49186.90 49181
2022-09-12 21641 47859.71 47855
2022-09-19 48076 46553.03 46546
2022-09-26 45237 45315.48 45322
2022-10-03 30073 44194.15 44200
2022-10-10 26656 43232.59 43231
2022-10-17 38182 42469.50 42466
2022-10-24 53499 41938.14 41939
2022-10-31 41667 41666.18 41667
2022-11-07 27098 41675.92 41684
2022-11-14 30906 41984.41 41990
2022-11-21 18513 42603.38 42602
2022-11-28 48858 43538.87 43537
2022-12-05 32640 44790.22 44795
2022-12-12 25738 46348.73 46342
2022-12-19 70822 48195.85 48195
2022-12-26 47498 50301.32 50303
2023-01-02 42534 52621.60 52615
2023-01-09 39117 55098.94 55097
2023-01-16 58174 57661.86 57664
2023-01-23 57596 60227.21 60231
2023-01-30 66861 62704.22 62696
2023-02-06 32249 65000.33 65008
2023-02-13 86411 67028.33 67031
2023-02-20 94333 68713.93 68714
2023-02-27 72182 70002.51 70006
2023-03-06 67847 70864.12 70856
2023-03-13 45118 71295.75 71298
2023-03-20 33235 71320.60 71315
2023-03-27 108256 70984.55 70992
2023-04-03 37774 70350.44 70346
2023-04-10 70737 69491.31 69496
2023-04-17 107644 68483.41 68476
2023-04-24 50932 67400.01 67405
2023-05-01 101796 66306.34 66300
2023-05-08 54740 65256.15 65263
2023-05-15 85782 64289.61 64294
2023-05-22 56117 63432.41 63427
2023-05-29 123199 62695.90 62696
2023-06-05 52139 62077.88 62084
2023-06-12 55505 61563.90 61557
2023-06-19 48110 61129.09 61132
2023-06-26 94061 60740.38 60741
2023-07-03 72794 60359.21 60367
2023-07-10 68357 59944.65 59942
2023-07-17 55981 59456.91 59449
2023-07-24 41293 58861.03 58854
2023-07-31 89284 58130.29 58123
2023-08-07 94163 57249.19 57256
2023-08-14 29529 56215.40 56219
2023-08-21 17306 55040.49 55046
2023-08-28 55760 53749.30 53754
2023-09-04 110347 52378.01 52377
2023-09-11 37774 50971.31 50966
2023-09-18 40800 49579.02 49572
2023-09-25 86394 48252.72 48246
2023-10-02 46869 47042.75 47039
2023-10-09 21046 45995.96 46002
2023-10-16 24871 45154.18 45152
2023-10-23 57222 44553.55 44557
2023-10-30 31263 44224.25 44217
2023-11-06 64498 44190.75 44183
2023-11-13 64379 44471.92 44472
2023-11-20 20808 45081.05 45084
2023-11-27 44829 46025.43 46019
2023-12-04 27693 47305.49 47311
2023-12-11 60503 48913.30 48909
2023-12-18 36125 50830.81 50830
2023-12-25 29104 53027.81 53023 
ggplot(agg_daily, aes(x = date)) +
  geom_line(aes(y = outcome_total, color = "Observed"), linewidth = 0.6) +
  geom_line(aes(y = expected_total, color = "Predicted"), linewidth = 1.1) +
  scale_color_manual(
    values = c(
      "Observed" = "#0f77b4",
      "Predicted" = "#ff7f0e"
    ),
    labels = c(
      "Observed" = "Megfigyelt halálozás",
      "Predicted" = "Prediktált halálozás"
    ),
    name = NULL
  ) +
  labs(
    x = "Dátum",
    y = "Halálozási esetszám"
  ) +
  theme_minimal() +
  theme(
    legend.position = "bottom"
  )

#write.csv(agg_daily, "TEST_1_C_aggregated_observed_expected.csv", row.names = FALSE)

Aggregált adatsor szerinti elemzés

A módszer lényege, hogy minden dátum esetében összeadom a populációt, azaz az egyes korcsoportokhoz tartozó megfigyeléseket és becslést végzek a várható halálozási értékekre. Ennek érdekében előáll egy olyan aggregált, heti bontású idősor, amely a tejes népesség halálozásának dinamikáját tükrözi. Az összesített idősor által kapott eredményeket a későbbiekben összehasonlítom a korábbi pont eredményeivel.

Aggregált adatsor szerinti elemzés: 20 ÉV TANÍTÁS + 1 ÉVES ELŐREJELZÉS

# ===================================================================
# Cél:
#   Az összes korcsoport összeadásával képzett teljes populációs
#   halálozási idősoron alkalmazzuk az Acosta–Irizarry baseline modellt.
# ===================================================================

#-----------------------------------------------------------
# 1. Adathalmaz előkészítése
#-----------------------------------------------------------
data <- data_original


#-----------------------------------------------------------
# 2. Évek meghatározása
#-----------------------------------------------------------
data$date <- as.Date(data$date)
years <- sort(unique(year(data$date)))

baseline_years <- years[1:20]
forecast_year <- years[21]


#-----------------------------------------------------------
# 3. A 21. év dátumai
#-----------------------------------------------------------
exclude_dates <- data %>%
  filter(year(date) %in% forecast_year) %>%
  pull(date)


#-----------------------------------------------------------
# 4. Halálozási adatok lista
#-----------------------------------------------------------
data_sum <- data %>%
  mutate(
    outcome = rowSums(select(., -date), na.rm = TRUE)) %>%
  select(date, outcome) %>%
  mutate(
    population = 1,
    year = year(date)
  )
  
kable(data_sum,
      caption = "Összesített táblázat",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Összesített táblázat
date outcome population year
2001-01-01 1189 1 2001
2001-01-08 1343 1 2001
2001-01-15 2874 1 2001
2001-01-22 2190 1 2001
2001-01-29 3508 1 2001
2001-02-05 5001 1 2001
2001-02-12 1037 1 2001
2001-02-19 2990 1 2001
2001-02-26 3697 1 2001
2001-03-05 1703 1 2001
2001-03-12 1521 1 2001
2001-03-19 2491 1 2001
2001-03-26 3859 1 2001
2001-04-02 2568 1 2001
2001-04-09 1497 1 2001
2001-04-16 2370 1 2001
2001-04-23 1923 1 2001
2001-04-30 2657 1 2001
2001-05-07 3167 1 2001
2001-05-14 1265 1 2001
2001-05-21 2865 1 2001
2001-05-28 1522 1 2001
2001-06-04 1852 1 2001
2001-06-11 3477 1 2001
2001-06-18 3931 1 2001
2001-06-25 2786 1 2001
2001-07-02 2145 1 2001
2001-07-09 1906 1 2001
2001-07-16 2303 1 2001
2001-07-23 1961 1 2001
2001-07-30 1603 1 2001
2001-08-06 3261 1 2001
2001-08-13 2357 1 2001
2001-08-20 1631 1 2001
2001-08-27 1131 1 2001
2001-09-03 1140 1 2001
2001-09-10 3591 1 2001
2001-09-17 2597 1 2001
2001-09-24 1267 1 2001
2001-10-01 1417 1 2001
2001-10-08 1640 1 2001
2001-10-15 3091 1 2001
2001-10-22 1381 1 2001
2001-10-29 1894 1 2001
2001-11-05 590 1 2001
2001-11-12 1688 1 2001
2001-11-19 971 1 2001
2001-11-26 2429 1 2001
2001-12-03 2859 1 2001
2001-12-10 1222 1 2001
2001-12-17 2023 1 2001
2001-12-24 2175 1 2001
2001-12-31 1695 1 2001
2002-01-07 5313 1 2002
2002-01-14 929 1 2002
2002-01-21 1112 1 2002
2002-01-28 3742 1 2002
2002-02-04 1770 1 2002
2002-02-11 3751 1 2002
2002-02-18 2861 1 2002
2002-02-25 2413 1 2002
2002-03-04 2448 1 2002
2002-03-11 2974 1 2002
2002-03-18 2058 1 2002
2002-03-25 1134 1 2002
2002-04-01 3110 1 2002
2002-04-08 2486 1 2002
2002-04-15 3118 1 2002
2002-04-22 1750 1 2002
2002-04-29 2330 1 2002
2002-05-06 1429 1 2002
2002-05-13 1704 1 2002
2002-05-20 1305 1 2002
2002-05-27 1730 1 2002
2002-06-03 2023 1 2002
2002-06-10 3871 1 2002
2002-06-17 2957 1 2002
2002-06-24 2166 1 2002
2002-07-01 1992 1 2002
2002-07-08 1255 1 2002
2002-07-15 3396 1 2002
2002-07-22 3022 1 2002
2002-07-29 1376 1 2002
2002-08-05 1652 1 2002
2002-08-12 1135 1 2002
2002-08-19 6349 1 2002
2002-08-26 2203 1 2002
2002-09-02 805 1 2002
2002-09-09 468 1 2002
2002-09-16 1107 1 2002
2002-09-23 4011 1 2002
2002-09-30 3226 1 2002
2002-10-07 3608 1 2002
2002-10-14 2108 1 2002
2002-10-21 3073 1 2002
2002-10-28 2456 1 2002
2002-11-04 1478 1 2002
2002-11-11 1955 1 2002
2002-11-18 1518 1 2002
2002-11-25 2067 1 2002
2002-12-02 1067 1 2002
2002-12-09 1908 1 2002
2002-12-16 1111 1 2002
2002-12-23 1745 1 2002
2002-12-30 2056 1 2002
2003-01-06 2161 1 2003
2003-01-13 2038 1 2003
2003-01-20 3341 1 2003
2003-01-27 1137 1 2003
2003-02-03 4054 1 2003
2003-02-10 3175 1 2003
2003-02-17 3147 1 2003
2003-02-24 3853 1 2003
2003-03-03 2519 1 2003
2003-03-10 1050 1 2003
2003-03-17 3183 1 2003
2003-03-24 1161 1 2003
2003-03-31 1620 1 2003
2003-04-07 4094 1 2003
2003-04-14 2849 1 2003
2003-04-21 2513 1 2003
2003-04-28 1634 1 2003
2003-05-05 2652 1 2003
2003-05-12 1897 1 2003
2003-05-19 1434 1 2003
2003-05-26 1939 1 2003
2003-06-02 2279 1 2003
2003-06-09 1146 1 2003
2003-06-16 913 1 2003
2003-06-23 2222 1 2003
2003-06-30 3751 1 2003
2003-07-07 3863 1 2003
2003-07-14 1417 1 2003
2003-07-21 1643 1 2003
2003-07-28 818 1 2003
2003-08-04 2098 1 2003
2003-08-11 4021 1 2003
2003-08-18 1739 1 2003
2003-08-25 2378 1 2003
2003-09-01 1115 1 2003
2003-09-08 1314 1 2003
2003-09-15 1527 1 2003
2003-09-22 624 1 2003
2003-09-29 1213 1 2003
2003-10-06 764 1 2003
2003-10-13 754 1 2003
2003-10-20 3774 1 2003
2003-10-27 639 1 2003
2003-11-03 1887 1 2003
2003-11-10 1274 1 2003
2003-11-17 1307 1 2003
2003-11-24 1175 1 2003
2003-12-01 1182 1 2003
2003-12-08 2627 1 2003
2003-12-15 3252 1 2003
2003-12-22 3715 1 2003
2003-12-29 2828 1 2003
2004-01-05 1556 1 2004
2004-01-12 3457 1 2004
2004-01-19 4600 1 2004
2004-01-26 1849 1 2004
2004-02-02 5637 1 2004
2004-02-09 1476 1 2004
2004-02-16 5948 1 2004
2004-02-23 1756 1 2004
2004-03-01 3680 1 2004
2004-03-08 2238 1 2004
2004-03-15 2846 1 2004
2004-03-22 3042 1 2004
2004-03-29 3426 1 2004
2004-04-05 2921 1 2004
2004-04-12 2842 1 2004
2004-04-19 1865 1 2004
2004-04-26 3259 1 2004
2004-05-03 1783 1 2004
2004-05-10 1021 1 2004
2004-05-17 2651 1 2004
2004-05-24 2256 1 2004
2004-05-31 2453 1 2004
2004-06-07 2048 1 2004
2004-06-14 2414 1 2004
2004-06-21 3215 1 2004
2004-06-28 1749 1 2004
2004-07-05 3025 1 2004
2004-07-12 1568 1 2004
2004-07-19 2176 1 2004
2004-07-26 3092 1 2004
2004-08-02 1907 1 2004
2004-08-09 4835 1 2004
2004-08-16 2830 1 2004
2004-08-23 2239 1 2004
2004-08-30 1891 1 2004
2004-09-06 3992 1 2004
2004-09-13 772 1 2004
2004-09-20 1525 1 2004
2004-09-27 1108 1 2004
2004-10-04 3383 1 2004
2004-10-11 2204 1 2004
2004-10-18 2259 1 2004
2004-10-25 1949 1 2004
2004-11-01 1924 1 2004
2004-11-08 2142 1 2004
2004-11-15 1870 1 2004
2004-11-22 1622 1 2004
2004-11-29 1562 1 2004
2004-12-06 2185 1 2004
2004-12-13 2934 1 2004
2004-12-20 1698 1 2004
2004-12-27 2039 1 2004
2005-01-03 855 1 2005
2005-01-10 999 1 2005
2005-01-17 895 1 2005
2005-01-24 2027 1 2005
2005-01-31 1607 1 2005
2005-02-07 1609 1 2005
2005-02-14 1205 1 2005
2005-02-21 5379 1 2005
2005-02-28 1807 1 2005
2005-03-07 6182 1 2005
2005-03-14 1475 1 2005
2005-03-21 7487 1 2005
2005-03-28 4583 1 2005
2005-04-04 2070 1 2005
2005-04-11 2017 1 2005
2005-04-18 1876 1 2005
2005-04-25 3652 1 2005
2005-05-02 6319 1 2005
2005-05-09 5449 1 2005
2005-05-16 3748 1 2005
2005-05-23 648 1 2005
2005-05-30 3343 1 2005
2005-06-06 1682 1 2005
2005-06-13 2056 1 2005
2005-06-20 1302 1 2005
2005-06-27 3253 1 2005
2005-07-04 1781 1 2005
2005-07-11 1655 1 2005
2005-07-18 2517 1 2005
2005-07-25 3798 1 2005
2005-08-01 1117 1 2005
2005-08-08 4847 1 2005
2005-08-15 2672 1 2005
2005-08-22 1766 1 2005
2005-08-29 3015 1 2005
2005-09-05 2464 1 2005
2005-09-12 1916 1 2005
2005-09-19 1472 1 2005
2005-09-26 748 1 2005
2005-10-03 7987 1 2005
2005-10-10 1947 1 2005
2005-10-17 2640 1 2005
2005-10-24 1372 1 2005
2005-10-31 2847 1 2005
2005-11-07 3851 1 2005
2005-11-14 1837 1 2005
2005-11-21 1808 1 2005
2005-11-28 1212 1 2005
2005-12-05 2504 1 2005
2005-12-12 3523 1 2005
2005-12-19 1846 1 2005
2005-12-26 2681 1 2005
2006-01-02 1574 1 2006
2006-01-09 2107 1 2006
2006-01-16 1370 1 2006
2006-01-23 1859 1 2006
2006-01-30 3914 1 2006
2006-02-06 1687 1 2006
2006-02-13 2160 1 2006
2006-02-20 3051 1 2006
2006-02-27 1328 1 2006
2006-03-06 2328 1 2006
2006-03-13 5760 1 2006
2006-03-20 3240 1 2006
2006-03-27 4274 1 2006
2006-04-03 2513 1 2006
2006-04-10 2517 1 2006
2006-04-17 3808 1 2006
2006-04-24 3098 1 2006
2006-05-01 1871 1 2006
2006-05-08 2099 1 2006
2006-05-15 3469 1 2006
2006-05-22 4134 1 2006
2006-05-29 1974 1 2006
2006-06-05 2666 1 2006
2006-06-12 2847 1 2006
2006-06-19 1506 1 2006
2006-06-26 2565 1 2006
2006-07-03 3659 1 2006
2006-07-10 2045 1 2006
2006-07-17 4248 1 2006
2006-07-24 2539 1 2006
2006-07-31 2467 1 2006
2006-08-07 4130 1 2006
2006-08-14 3763 1 2006
2006-08-21 1540 1 2006
2006-08-28 1480 1 2006
2006-09-04 5983 1 2006
2006-09-11 1543 1 2006
2006-09-18 2490 1 2006
2006-09-25 1325 1 2006
2006-10-02 520 1 2006
2006-10-09 3710 1 2006
2006-10-16 1515 1 2006
2006-10-23 996 1 2006
2006-10-30 2153 1 2006
2006-11-06 1850 1 2006
2006-11-13 1766 1 2006
2006-11-20 1609 1 2006
2006-11-27 2594 1 2006
2006-12-04 2343 1 2006
2006-12-11 3553 1 2006
2006-12-18 1954 1 2006
2006-12-25 2432 1 2006
2007-01-01 3106 1 2007
2007-01-08 1312 1 2007
2007-01-15 1985 1 2007
2007-01-22 4485 1 2007
2007-01-29 2364 1 2007
2007-02-05 4284 1 2007
2007-02-12 4816 1 2007
2007-02-19 4486 1 2007
2007-02-26 2594 1 2007
2007-03-05 2979 1 2007
2007-03-12 5045 1 2007
2007-03-19 3004 1 2007
2007-03-26 3292 1 2007
2007-04-02 2273 1 2007
2007-04-09 2284 1 2007
2007-04-16 3587 1 2007
2007-04-23 1370 1 2007
2007-04-30 9015 1 2007
2007-05-07 1441 1 2007
2007-05-14 3249 1 2007
2007-05-21 2273 1 2007
2007-05-28 2226 1 2007
2007-06-04 6209 1 2007
2007-06-11 2146 1 2007
2007-06-18 2337 1 2007
2007-06-25 1892 1 2007
2007-07-02 3674 1 2007
2007-07-09 1297 1 2007
2007-07-16 7316 1 2007
2007-07-23 8448 1 2007
2007-07-30 4379 1 2007
2007-08-06 1763 1 2007
2007-08-13 1140 1 2007
2007-08-20 2401 1 2007
2007-08-27 1183 1 2007
2007-09-03 685 1 2007
2007-09-10 3001 1 2007
2007-09-17 1110 1 2007
2007-09-24 1995 1 2007
2007-10-01 1990 1 2007
2007-10-08 2719 1 2007
2007-10-15 2036 1 2007
2007-10-22 3660 1 2007
2007-10-29 1641 1 2007
2007-11-05 3887 1 2007
2007-11-12 1255 1 2007
2007-11-19 1972 1 2007
2007-11-26 5057 1 2007
2007-12-03 3728 1 2007
2007-12-10 1844 1 2007
2007-12-17 2995 1 2007
2007-12-24 1224 1 2007
2007-12-31 4218 1 2007
2008-01-07 4311 1 2008
2008-01-14 4721 1 2008
2008-01-21 3070 1 2008
2008-01-28 1890 1 2008
2008-02-04 4240 1 2008
2008-02-11 1387 1 2008
2008-02-18 1695 1 2008
2008-02-25 5139 1 2008
2008-03-03 3143 1 2008
2008-03-10 8095 1 2008
2008-03-17 3673 1 2008
2008-03-24 3711 1 2008
2008-03-31 2802 1 2008
2008-04-07 2330 1 2008
2008-04-14 1977 1 2008
2008-04-21 3624 1 2008
2008-04-28 1886 1 2008
2008-05-05 1874 1 2008
2008-05-12 2333 1 2008
2008-05-19 4757 1 2008
2008-05-26 2289 1 2008
2008-06-02 3142 1 2008
2008-06-09 4688 1 2008
2008-06-16 3053 1 2008
2008-06-23 1853 1 2008
2008-06-30 2300 1 2008
2008-07-07 2590 1 2008
2008-07-14 3327 1 2008
2008-07-21 2358 1 2008
2008-07-28 1599 1 2008
2008-08-04 2907 1 2008
2008-08-11 4845 1 2008
2008-08-18 2293 1 2008
2008-08-25 4071 1 2008
2008-09-01 1517 1 2008
2008-09-08 2829 1 2008
2008-09-15 2736 1 2008
2008-09-22 1919 1 2008
2008-09-29 2282 1 2008
2008-10-06 2620 1 2008
2008-10-13 1486 1 2008
2008-10-20 2745 1 2008
2008-10-27 1213 1 2008
2008-11-03 5057 1 2008
2008-11-10 3315 1 2008
2008-11-17 4463 1 2008
2008-11-24 2330 1 2008
2008-12-01 1761 1 2008
2008-12-08 3195 1 2008
2008-12-15 810 1 2008
2008-12-22 1643 1 2008
2008-12-29 2291 1 2008
2009-01-05 1908 1 2009
2009-01-12 4035 1 2009
2009-01-19 5545 1 2009
2009-01-26 7632 1 2009
2009-02-02 7284 1 2009
2009-02-09 2968 1 2009
2009-02-16 3333 1 2009
2009-02-23 4950 1 2009
2009-03-02 2457 1 2009
2009-03-09 2180 1 2009
2009-03-16 1799 1 2009
2009-03-23 3942 1 2009
2009-03-30 3415 1 2009
2009-04-06 2592 1 2009
2009-04-13 1238 1 2009
2009-04-20 4047 1 2009
2009-04-27 3568 1 2009
2009-05-04 2667 1 2009
2009-05-11 3808 1 2009
2009-05-18 2609 1 2009
2009-05-25 2872 1 2009
2009-06-01 7679 1 2009
2009-06-08 3850 1 2009
2009-06-15 2112 1 2009
2009-06-22 3365 1 2009
2009-06-29 3688 1 2009
2009-07-06 4320 1 2009
2009-07-13 2874 1 2009
2009-07-20 2672 1 2009
2009-07-27 2893 1 2009
2009-08-03 4105 1 2009
2009-08-10 3110 1 2009
2009-08-17 4426 1 2009
2009-08-24 1643 1 2009
2009-08-31 2048 1 2009
2009-09-07 2251 1 2009
2009-09-14 3232 1 2009
2009-09-21 1335 1 2009
2009-09-28 2005 1 2009
2009-10-05 2287 1 2009
2009-10-12 2535 1 2009
2009-10-19 1928 1 2009
2009-10-26 5034 1 2009
2009-11-02 3395 1 2009
2009-11-09 3148 1 2009
2009-11-16 4546 1 2009
2009-11-23 1240 1 2009
2009-11-30 2222 1 2009
2009-12-07 3722 1 2009
2009-12-14 2631 1 2009
2009-12-21 2924 1 2009
2009-12-28 1474 1 2009
2010-01-04 2142 1 2010
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2023-11-06 6904 1 2023
2023-11-13 6895 1 2023
2023-11-20 2229 1 2023
2023-11-27 4799 1 2023
2023-12-04 2965 1 2023
2023-12-11 6471 1 2023
2023-12-18 3861 1 2023
2023-12-25 3105 1 2023 
expected_df <- compute_expected(
  counts          = data_sum,
  exclude         = exclude_dates,
  frequency       = 52,
  weekday.effect  = FALSE,
  keep.components = TRUE,
  verbose         = FALSE
)


# -----------------------------------------------------------
# 5. Eredmények összefűzése egyetlen adatkeretbe
# -----------------------------------------------------------
results_all <- bind_rows(expected_df)


# -----------------------------------------------------------
# 6. Csak a 21. év előrejelzésének kiszedése
# -----------------------------------------------------------
predictions_1y <-results_all %>%
  filter(year %in% forecast_year) %>%
  select(date, outcome, expected, excluded) %>%
  mutate(expected_int = round(expected))


# -----------------------------------------------------------
# 7. Eredmények táblázatos megjelenítése
# -----------------------------------------------------------
kable(predictions_1y,
      caption = "Eredményül kapott adatsor",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Eredményül kapott adatsor
date outcome expected excluded expected_int
2021-01-04 6450 5105.245 TRUE 5105
2021-01-11 3607 5348.370 TRUE 5348
2021-01-18 9450 5598.350 TRUE 5598
2021-01-25 6023 5846.623 TRUE 5847
2021-02-01 3786 6083.897 TRUE 6084
2021-02-08 3698 6300.783 TRUE 6301
2021-02-15 7492 6488.548 TRUE 6489
2021-02-22 19043 6639.907 TRUE 6640
2021-03-01 6849 6749.714 TRUE 6750
2021-03-08 6124 6815.452 TRUE 6815
2021-03-15 5539 6837.418 TRUE 6837
2021-03-22 3721 6818.595 TRUE 6819
2021-03-29 6290 6764.232 TRUE 6764
2021-04-05 13349 6681.211 TRUE 6681
2021-04-12 3773 6577.320 TRUE 6577
2021-04-19 5717 6460.532 TRUE 6461
2021-04-26 6203 6338.379 TRUE 6338
2021-05-03 5851 6217.470 TRUE 6217
2021-05-10 4198 6103.168 TRUE 6103
2021-05-17 6195 5999.420 TRUE 5999
2021-05-24 3269 5908.703 TRUE 5909
2021-05-31 3420 5832.060 TRUE 5832
2021-06-07 5858 5769.200 TRUE 5769
2021-06-14 4608 5718.635 TRUE 5719
2021-06-21 6451 5677.857 TRUE 5678
2021-06-28 7138 5643.550 TRUE 5644
2021-07-05 4320 5611.842 TRUE 5612
2021-07-12 10020 5578.597 TRUE 5579
2021-07-19 5896 5539.751 TRUE 5540
2021-07-26 6848 5491.661 TRUE 5492
2021-08-02 4002 5431.447 TRUE 5431
2021-08-09 4656 5357.294 TRUE 5357
2021-08-16 4751 5268.653 TRUE 5269
2021-08-23 3327 5166.342 TRUE 5166
2021-08-30 2654 5052.497 TRUE 5052
2021-09-06 3774 4930.408 TRUE 4930
2021-09-13 5256 4804.245 TRUE 4804
2021-09-20 4990 4678.740 TRUE 4679
2021-09-27 1935 4558.848 TRUE 4559
2021-10-04 1581 4449.452 TRUE 4449
2021-10-11 6624 4355.134 TRUE 4355
2021-10-18 8387 4280.013 TRUE 4280
2021-10-25 4535 4227.670 TRUE 4228
2021-11-01 5614 4201.119 TRUE 4201
2021-11-08 3627 4202.816 TRUE 4203
2021-11-15 6762 4234.668 TRUE 4235
2021-11-22 3233 4298.026 TRUE 4298
2021-11-29 5436 4393.639 TRUE 4394
2021-12-06 5388 4521.550 TRUE 4522
2021-12-13 4639 4680.952 TRUE 4681
2021-12-20 3946 4869.993 TRUE 4870
2021-12-27 3556 5085.571 TRUE 5086 
#write.csv(predictions_1y, "TEST_2_A_prediction_1year_all_age.csv", row.names = FALSE)
#write.csv(results_all, "TEST_2_A_expected_outcome_of_all_years_all_age.csv", row.names = FALSE)


# -----------------------------------------------------------
# 8. Vizualizáció: Observed vs Expected
# -----------------------------------------------------------
ggplot(predictions_1y, aes(x = date)) +
  geom_line(aes(y = outcome, color = "Observed"), linewidth = 0.6) +
  geom_line(aes(y = expected, color = "Predicted"), linewidth = 1.1) +
  scale_color_manual(
    values = c(
      "Observed" = "#0f77b4",
      "Predicted" = "#ff7f0e"
    ),
    labels = c(
      "Observed" = "Megfigyelt halálozás",
      "Predicted" = "Prediktált halálozás"
    ),
    name = NULL
  ) +
  labs(
    x = "Dátum",
    y = "Halálozási esetszám"
  ) +
  theme_minimal() +
  theme(
    legend.position = "bottom"
  )

prediction_T_2_A <- predictions_1y

Aggregált adatsor szerinti elemzés: 20 ÉV TANÍTÁS + 2 ÉVES ELŐREJELZÉS

#-----------------------------------------------------------
# 1. Adathalmaz előkészítése
#-----------------------------------------------------------
data <- data_original


#-----------------------------------------------------------
# 2. Évek meghatározása
#-----------------------------------------------------------
data$date <- as.Date(data$date)
years <- sort(unique(year(data$date)))

baseline_years <- years[1:20]
forecast_year <- years[21:22]


#-----------------------------------------------------------
# 3. A 21. év dátumai
#-----------------------------------------------------------
exclude_dates <- data %>%
  filter(year(date) %in% forecast_year) %>%
  pull(date)


#-----------------------------------------------------------
# 4. Halálozási adatok lista
#-----------------------------------------------------------
data_sum <- data %>%
  mutate(
    outcome = rowSums(select(., -date), na.rm = TRUE)) %>%
  select(date, outcome) %>%
  mutate(
    population = 1,
    year = year(date)
  )
  
kable(data_sum,
      caption = "Összesített táblázat",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Összesített táblázat
date outcome population year
2001-01-01 1189 1 2001
2001-01-08 1343 1 2001
2001-01-15 2874 1 2001
2001-01-22 2190 1 2001
2001-01-29 3508 1 2001
2001-02-05 5001 1 2001
2001-02-12 1037 1 2001
2001-02-19 2990 1 2001
2001-02-26 3697 1 2001
2001-03-05 1703 1 2001
2001-03-12 1521 1 2001
2001-03-19 2491 1 2001
2001-03-26 3859 1 2001
2001-04-02 2568 1 2001
2001-04-09 1497 1 2001
2001-04-16 2370 1 2001
2001-04-23 1923 1 2001
2001-04-30 2657 1 2001
2001-05-07 3167 1 2001
2001-05-14 1265 1 2001
2001-05-21 2865 1 2001
2001-05-28 1522 1 2001
2001-06-04 1852 1 2001
2001-06-11 3477 1 2001
2001-06-18 3931 1 2001
2001-06-25 2786 1 2001
2001-07-02 2145 1 2001
2001-07-09 1906 1 2001
2001-07-16 2303 1 2001
2001-07-23 1961 1 2001
2001-07-30 1603 1 2001
2001-08-06 3261 1 2001
2001-08-13 2357 1 2001
2001-08-20 1631 1 2001
2001-08-27 1131 1 2001
2001-09-03 1140 1 2001
2001-09-10 3591 1 2001
2001-09-17 2597 1 2001
2001-09-24 1267 1 2001
2001-10-01 1417 1 2001
2001-10-08 1640 1 2001
2001-10-15 3091 1 2001
2001-10-22 1381 1 2001
2001-10-29 1894 1 2001
2001-11-05 590 1 2001
2001-11-12 1688 1 2001
2001-11-19 971 1 2001
2001-11-26 2429 1 2001
2001-12-03 2859 1 2001
2001-12-10 1222 1 2001
2001-12-17 2023 1 2001
2001-12-24 2175 1 2001
2001-12-31 1695 1 2001
2002-01-07 5313 1 2002
2002-01-14 929 1 2002
2002-01-21 1112 1 2002
2002-01-28 3742 1 2002
2002-02-04 1770 1 2002
2002-02-11 3751 1 2002
2002-02-18 2861 1 2002
2002-02-25 2413 1 2002
2002-03-04 2448 1 2002
2002-03-11 2974 1 2002
2002-03-18 2058 1 2002
2002-03-25 1134 1 2002
2002-04-01 3110 1 2002
2002-04-08 2486 1 2002
2002-04-15 3118 1 2002
2002-04-22 1750 1 2002
2002-04-29 2330 1 2002
2002-05-06 1429 1 2002
2002-05-13 1704 1 2002
2002-05-20 1305 1 2002
2002-05-27 1730 1 2002
2002-06-03 2023 1 2002
2002-06-10 3871 1 2002
2002-06-17 2957 1 2002
2002-06-24 2166 1 2002
2002-07-01 1992 1 2002
2002-07-08 1255 1 2002
2002-07-15 3396 1 2002
2002-07-22 3022 1 2002
2002-07-29 1376 1 2002
2002-08-05 1652 1 2002
2002-08-12 1135 1 2002
2002-08-19 6349 1 2002
2002-08-26 2203 1 2002
2002-09-02 805 1 2002
2002-09-09 468 1 2002
2002-09-16 1107 1 2002
2002-09-23 4011 1 2002
2002-09-30 3226 1 2002
2002-10-07 3608 1 2002
2002-10-14 2108 1 2002
2002-10-21 3073 1 2002
2002-10-28 2456 1 2002
2002-11-04 1478 1 2002
2002-11-11 1955 1 2002
2002-11-18 1518 1 2002
2002-11-25 2067 1 2002
2002-12-02 1067 1 2002
2002-12-09 1908 1 2002
2002-12-16 1111 1 2002
2002-12-23 1745 1 2002
2002-12-30 2056 1 2002
2003-01-06 2161 1 2003
2003-01-13 2038 1 2003
2003-01-20 3341 1 2003
2003-01-27 1137 1 2003
2003-02-03 4054 1 2003
2003-02-10 3175 1 2003
2003-02-17 3147 1 2003
2003-02-24 3853 1 2003
2003-03-03 2519 1 2003
2003-03-10 1050 1 2003
2003-03-17 3183 1 2003
2003-03-24 1161 1 2003
2003-03-31 1620 1 2003
2003-04-07 4094 1 2003
2003-04-14 2849 1 2003
2003-04-21 2513 1 2003
2003-04-28 1634 1 2003
2003-05-05 2652 1 2003
2003-05-12 1897 1 2003
2003-05-19 1434 1 2003
2003-05-26 1939 1 2003
2003-06-02 2279 1 2003
2003-06-09 1146 1 2003
2003-06-16 913 1 2003
2003-06-23 2222 1 2003
2003-06-30 3751 1 2003
2003-07-07 3863 1 2003
2003-07-14 1417 1 2003
2003-07-21 1643 1 2003
2003-07-28 818 1 2003
2003-08-04 2098 1 2003
2003-08-11 4021 1 2003
2003-08-18 1739 1 2003
2003-08-25 2378 1 2003
2003-09-01 1115 1 2003
2003-09-08 1314 1 2003
2003-09-15 1527 1 2003
2003-09-22 624 1 2003
2003-09-29 1213 1 2003
2003-10-06 764 1 2003
2003-10-13 754 1 2003
2003-10-20 3774 1 2003
2003-10-27 639 1 2003
2003-11-03 1887 1 2003
2003-11-10 1274 1 2003
2003-11-17 1307 1 2003
2003-11-24 1175 1 2003
2003-12-01 1182 1 2003
2003-12-08 2627 1 2003
2003-12-15 3252 1 2003
2003-12-22 3715 1 2003
2003-12-29 2828 1 2003
2004-01-05 1556 1 2004
2004-01-12 3457 1 2004
2004-01-19 4600 1 2004
2004-01-26 1849 1 2004
2004-02-02 5637 1 2004
2004-02-09 1476 1 2004
2004-02-16 5948 1 2004
2004-02-23 1756 1 2004
2004-03-01 3680 1 2004
2004-03-08 2238 1 2004
2004-03-15 2846 1 2004
2004-03-22 3042 1 2004
2004-03-29 3426 1 2004
2004-04-05 2921 1 2004
2004-04-12 2842 1 2004
2004-04-19 1865 1 2004
2004-04-26 3259 1 2004
2004-05-03 1783 1 2004
2004-05-10 1021 1 2004
2004-05-17 2651 1 2004
2004-05-24 2256 1 2004
2004-05-31 2453 1 2004
2004-06-07 2048 1 2004
2004-06-14 2414 1 2004
2004-06-21 3215 1 2004
2004-06-28 1749 1 2004
2004-07-05 3025 1 2004
2004-07-12 1568 1 2004
2004-07-19 2176 1 2004
2004-07-26 3092 1 2004
2004-08-02 1907 1 2004
2004-08-09 4835 1 2004
2004-08-16 2830 1 2004
2004-08-23 2239 1 2004
2004-08-30 1891 1 2004
2004-09-06 3992 1 2004
2004-09-13 772 1 2004
2004-09-20 1525 1 2004
2004-09-27 1108 1 2004
2004-10-04 3383 1 2004
2004-10-11 2204 1 2004
2004-10-18 2259 1 2004
2004-10-25 1949 1 2004
2004-11-01 1924 1 2004
2004-11-08 2142 1 2004
2004-11-15 1870 1 2004
2004-11-22 1622 1 2004
2004-11-29 1562 1 2004
2004-12-06 2185 1 2004
2004-12-13 2934 1 2004
2004-12-20 1698 1 2004
2004-12-27 2039 1 2004
2005-01-03 855 1 2005
2005-01-10 999 1 2005
2005-01-17 895 1 2005
2005-01-24 2027 1 2005
2005-01-31 1607 1 2005
2005-02-07 1609 1 2005
2005-02-14 1205 1 2005
2005-02-21 5379 1 2005
2005-02-28 1807 1 2005
2005-03-07 6182 1 2005
2005-03-14 1475 1 2005
2005-03-21 7487 1 2005
2005-03-28 4583 1 2005
2005-04-04 2070 1 2005
2005-04-11 2017 1 2005
2005-04-18 1876 1 2005
2005-04-25 3652 1 2005
2005-05-02 6319 1 2005
2005-05-09 5449 1 2005
2005-05-16 3748 1 2005
2005-05-23 648 1 2005
2005-05-30 3343 1 2005
2005-06-06 1682 1 2005
2005-06-13 2056 1 2005
2005-06-20 1302 1 2005
2005-06-27 3253 1 2005
2005-07-04 1781 1 2005
2005-07-11 1655 1 2005
2005-07-18 2517 1 2005
2005-07-25 3798 1 2005
2005-08-01 1117 1 2005
2005-08-08 4847 1 2005
2005-08-15 2672 1 2005
2005-08-22 1766 1 2005
2005-08-29 3015 1 2005
2005-09-05 2464 1 2005
2005-09-12 1916 1 2005
2005-09-19 1472 1 2005
2005-09-26 748 1 2005
2005-10-03 7987 1 2005
2005-10-10 1947 1 2005
2005-10-17 2640 1 2005
2005-10-24 1372 1 2005
2005-10-31 2847 1 2005
2005-11-07 3851 1 2005
2005-11-14 1837 1 2005
2005-11-21 1808 1 2005
2005-11-28 1212 1 2005
2005-12-05 2504 1 2005
2005-12-12 3523 1 2005
2005-12-19 1846 1 2005
2005-12-26 2681 1 2005
2006-01-02 1574 1 2006
2006-01-09 2107 1 2006
2006-01-16 1370 1 2006
2006-01-23 1859 1 2006
2006-01-30 3914 1 2006
2006-02-06 1687 1 2006
2006-02-13 2160 1 2006
2006-02-20 3051 1 2006
2006-02-27 1328 1 2006
2006-03-06 2328 1 2006
2006-03-13 5760 1 2006
2006-03-20 3240 1 2006
2006-03-27 4274 1 2006
2006-04-03 2513 1 2006
2006-04-10 2517 1 2006
2006-04-17 3808 1 2006
2006-04-24 3098 1 2006
2006-05-01 1871 1 2006
2006-05-08 2099 1 2006
2006-05-15 3469 1 2006
2006-05-22 4134 1 2006
2006-05-29 1974 1 2006
2006-06-05 2666 1 2006
2006-06-12 2847 1 2006
2006-06-19 1506 1 2006
2006-06-26 2565 1 2006
2006-07-03 3659 1 2006
2006-07-10 2045 1 2006
2006-07-17 4248 1 2006
2006-07-24 2539 1 2006
2006-07-31 2467 1 2006
2006-08-07 4130 1 2006
2006-08-14 3763 1 2006
2006-08-21 1540 1 2006
2006-08-28 1480 1 2006
2006-09-04 5983 1 2006
2006-09-11 1543 1 2006
2006-09-18 2490 1 2006
2006-09-25 1325 1 2006
2006-10-02 520 1 2006
2006-10-09 3710 1 2006
2006-10-16 1515 1 2006
2006-10-23 996 1 2006
2006-10-30 2153 1 2006
2006-11-06 1850 1 2006
2006-11-13 1766 1 2006
2006-11-20 1609 1 2006
2006-11-27 2594 1 2006
2006-12-04 2343 1 2006
2006-12-11 3553 1 2006
2006-12-18 1954 1 2006
2006-12-25 2432 1 2006
2007-01-01 3106 1 2007
2007-01-08 1312 1 2007
2007-01-15 1985 1 2007
2007-01-22 4485 1 2007
2007-01-29 2364 1 2007
2007-02-05 4284 1 2007
2007-02-12 4816 1 2007
2007-02-19 4486 1 2007
2007-02-26 2594 1 2007
2007-03-05 2979 1 2007
2007-03-12 5045 1 2007
2007-03-19 3004 1 2007
2007-03-26 3292 1 2007
2007-04-02 2273 1 2007
2007-04-09 2284 1 2007
2007-04-16 3587 1 2007
2007-04-23 1370 1 2007
2007-04-30 9015 1 2007
2007-05-07 1441 1 2007
2007-05-14 3249 1 2007
2007-05-21 2273 1 2007
2007-05-28 2226 1 2007
2007-06-04 6209 1 2007
2007-06-11 2146 1 2007
2007-06-18 2337 1 2007
2007-06-25 1892 1 2007
2007-07-02 3674 1 2007
2007-07-09 1297 1 2007
2007-07-16 7316 1 2007
2007-07-23 8448 1 2007
2007-07-30 4379 1 2007
2007-08-06 1763 1 2007
2007-08-13 1140 1 2007
2007-08-20 2401 1 2007
2007-08-27 1183 1 2007
2007-09-03 685 1 2007
2007-09-10 3001 1 2007
2007-09-17 1110 1 2007
2007-09-24 1995 1 2007
2007-10-01 1990 1 2007
2007-10-08 2719 1 2007
2007-10-15 2036 1 2007
2007-10-22 3660 1 2007
2007-10-29 1641 1 2007
2007-11-05 3887 1 2007
2007-11-12 1255 1 2007
2007-11-19 1972 1 2007
2007-11-26 5057 1 2007
2007-12-03 3728 1 2007
2007-12-10 1844 1 2007
2007-12-17 2995 1 2007
2007-12-24 1224 1 2007
2007-12-31 4218 1 2007
2008-01-07 4311 1 2008
2008-01-14 4721 1 2008
2008-01-21 3070 1 2008
2008-01-28 1890 1 2008
2008-02-04 4240 1 2008
2008-02-11 1387 1 2008
2008-02-18 1695 1 2008
2008-02-25 5139 1 2008
2008-03-03 3143 1 2008
2008-03-10 8095 1 2008
2008-03-17 3673 1 2008
2008-03-24 3711 1 2008
2008-03-31 2802 1 2008
2008-04-07 2330 1 2008
2008-04-14 1977 1 2008
2008-04-21 3624 1 2008
2008-04-28 1886 1 2008
2008-05-05 1874 1 2008
2008-05-12 2333 1 2008
2008-05-19 4757 1 2008
2008-05-26 2289 1 2008
2008-06-02 3142 1 2008
2008-06-09 4688 1 2008
2008-06-16 3053 1 2008
2008-06-23 1853 1 2008
2008-06-30 2300 1 2008
2008-07-07 2590 1 2008
2008-07-14 3327 1 2008
2008-07-21 2358 1 2008
2008-07-28 1599 1 2008
2008-08-04 2907 1 2008
2008-08-11 4845 1 2008
2008-08-18 2293 1 2008
2008-08-25 4071 1 2008
2008-09-01 1517 1 2008
2008-09-08 2829 1 2008
2008-09-15 2736 1 2008
2008-09-22 1919 1 2008
2008-09-29 2282 1 2008
2008-10-06 2620 1 2008
2008-10-13 1486 1 2008
2008-10-20 2745 1 2008
2008-10-27 1213 1 2008
2008-11-03 5057 1 2008
2008-11-10 3315 1 2008
2008-11-17 4463 1 2008
2008-11-24 2330 1 2008
2008-12-01 1761 1 2008
2008-12-08 3195 1 2008
2008-12-15 810 1 2008
2008-12-22 1643 1 2008
2008-12-29 2291 1 2008
2009-01-05 1908 1 2009
2009-01-12 4035 1 2009
2009-01-19 5545 1 2009
2009-01-26 7632 1 2009
2009-02-02 7284 1 2009
2009-02-09 2968 1 2009
2009-02-16 3333 1 2009
2009-02-23 4950 1 2009
2009-03-02 2457 1 2009
2009-03-09 2180 1 2009
2009-03-16 1799 1 2009
2009-03-23 3942 1 2009
2009-03-30 3415 1 2009
2009-04-06 2592 1 2009
2009-04-13 1238 1 2009
2009-04-20 4047 1 2009
2009-04-27 3568 1 2009
2009-05-04 2667 1 2009
2009-05-11 3808 1 2009
2009-05-18 2609 1 2009
2009-05-25 2872 1 2009
2009-06-01 7679 1 2009
2009-06-08 3850 1 2009
2009-06-15 2112 1 2009
2009-06-22 3365 1 2009
2009-06-29 3688 1 2009
2009-07-06 4320 1 2009
2009-07-13 2874 1 2009
2009-07-20 2672 1 2009
2009-07-27 2893 1 2009
2009-08-03 4105 1 2009
2009-08-10 3110 1 2009
2009-08-17 4426 1 2009
2009-08-24 1643 1 2009
2009-08-31 2048 1 2009
2009-09-07 2251 1 2009
2009-09-14 3232 1 2009
2009-09-21 1335 1 2009
2009-09-28 2005 1 2009
2009-10-05 2287 1 2009
2009-10-12 2535 1 2009
2009-10-19 1928 1 2009
2009-10-26 5034 1 2009
2009-11-02 3395 1 2009
2009-11-09 3148 1 2009
2009-11-16 4546 1 2009
2009-11-23 1240 1 2009
2009-11-30 2222 1 2009
2009-12-07 3722 1 2009
2009-12-14 2631 1 2009
2009-12-21 2924 1 2009
2009-12-28 1474 1 2009
2010-01-04 2142 1 2010
2010-01-11 2545 1 2010
2010-01-18 3382 1 2010
2010-01-25 2261 1 2010
2010-02-01 4551 1 2010
2010-02-08 2143 1 2010
2010-02-15 5064 1 2010
2010-02-22 2788 1 2010
2010-03-01 1937 1 2010
2010-03-08 2727 1 2010
2010-03-15 1842 1 2010
2010-03-22 3025 1 2010
2010-03-29 4685 1 2010
2010-04-05 12112 1 2010
2010-04-12 3418 1 2010
2010-04-19 5330 1 2010
2010-04-26 3689 1 2010
2010-05-03 4341 1 2010
2010-05-10 6212 1 2010
2010-05-17 2096 1 2010
2010-05-24 4689 1 2010
2010-05-31 3431 1 2010
2010-06-07 2173 1 2010
2010-06-14 1698 1 2010
2010-06-21 5172 1 2010
2010-06-28 2434 1 2010
2010-07-05 1091 1 2010
2010-07-12 3925 1 2010
2010-07-19 4724 1 2010
2010-07-26 3969 1 2010
2010-08-02 2054 1 2010
2010-08-09 2496 1 2010
2010-08-16 3886 1 2010
2010-08-23 2757 1 2010
2010-08-30 2659 1 2010
2010-09-06 1434 1 2010
2010-09-13 2193 1 2010
2010-09-20 4623 1 2010
2010-09-27 2946 1 2010
2010-10-04 2683 1 2010
2010-10-11 3020 1 2010
2010-10-18 3219 1 2010
2010-10-25 2209 1 2010
2010-11-01 5141 1 2010
2010-11-08 1550 1 2010
2010-11-15 1955 1 2010
2010-11-22 1388 1 2010
2010-11-29 2047 1 2010
2010-12-06 3389 1 2010
2010-12-13 2506 1 2010
2010-12-20 2204 1 2010
2010-12-27 1506 1 2010
2011-01-03 3069 1 2011
2011-01-10 4361 1 2011
2011-01-17 5744 1 2011
2011-01-24 4702 1 2011
2011-01-31 3416 1 2011
2011-02-07 3340 1 2011
2011-02-14 5133 1 2011
2011-02-21 3123 1 2011
2011-02-28 5455 1 2011
2011-03-07 3535 1 2011
2011-03-14 1712 1 2011
2011-03-21 3446 1 2011
2011-03-28 2464 1 2011
2011-04-04 2299 1 2011
2011-04-11 4700 1 2011
2011-04-18 4755 1 2011
2011-04-25 4229 1 2011
2011-05-02 3388 1 2011
2011-05-09 3994 1 2011
2011-05-16 4229 1 2011
2011-05-23 2657 1 2011
2011-05-30 5763 1 2011
2011-06-06 7790 1 2011
2011-06-13 2108 1 2011
2011-06-20 1994 1 2011
2011-06-27 4474 1 2011
2011-07-04 6185 1 2011
2011-07-11 2058 1 2011
2011-07-18 5411 1 2011
2011-07-25 8832 1 2011
2011-08-01 1423 1 2011
2011-08-08 3827 1 2011
2011-08-15 1688 1 2011
2011-08-22 2136 1 2011
2011-08-29 1875 1 2011
2011-09-05 3092 1 2011
2011-09-12 2625 1 2011
2011-09-19 3341 1 2011
2011-09-26 2794 1 2011
2011-10-03 2308 1 2011
2011-10-10 3412 1 2011
2011-10-17 4746 1 2011
2011-10-24 2337 1 2011
2011-10-31 1466 1 2011
2011-11-07 572 1 2011
2011-11-14 5670 1 2011
2011-11-21 3242 1 2011
2011-11-28 3329 1 2011
2011-12-05 5673 1 2011
2011-12-12 1884 1 2011
2011-12-19 1745 1 2011
2011-12-26 1976 1 2011
2012-01-02 2768 1 2012
2012-01-09 3822 1 2012
2012-01-16 5085 1 2012
2012-01-23 7744 1 2012
2012-01-30 2873 1 2012
2012-02-06 2943 1 2012
2012-02-13 8015 1 2012
2012-02-20 3494 1 2012
2012-02-27 6745 1 2012
2012-03-05 4109 1 2012
2012-03-12 4731 1 2012
2012-03-19 2798 1 2012
2012-03-26 4716 1 2012
2012-04-02 3039 1 2012
2012-04-09 3713 1 2012
2012-04-16 1930 1 2012
2012-04-23 3292 1 2012
2012-04-30 3776 1 2012
2012-05-07 3526 1 2012
2012-05-14 3718 1 2012
2012-05-21 4604 1 2012
2012-05-28 3902 1 2012
2012-06-04 4684 1 2012
2012-06-11 1557 1 2012
2012-06-18 3298 1 2012
2012-06-25 3594 1 2012
2012-07-02 2859 1 2012
2012-07-09 3620 1 2012
2012-07-16 4753 1 2012
2012-07-23 4038 1 2012
2012-07-30 4930 1 2012
2012-08-06 3500 1 2012
2012-08-13 725 1 2012
2012-08-20 3043 1 2012
2012-08-27 5940 1 2012
2012-09-03 2584 1 2012
2012-09-10 2623 1 2012
2012-09-17 1794 1 2012
2012-09-24 4356 1 2012
2012-10-01 2463 1 2012
2012-10-08 6233 1 2012
2012-10-15 708 1 2012
2012-10-22 2366 1 2012
2012-10-29 3076 1 2012
2012-11-05 2412 1 2012
2012-11-12 3774 1 2012
2012-11-19 3178 1 2012
2012-11-26 4063 1 2012
2012-12-03 3440 1 2012
2012-12-10 2785 1 2012
2012-12-17 1116 1 2012
2012-12-24 5145 1 2012
2012-12-31 1774 1 2012
2013-01-07 2805 1 2013
2013-01-14 1960 1 2013
2013-01-21 2301 1 2013
2013-01-28 4749 1 2013
2013-02-04 1972 1 2013
2013-02-11 5154 1 2013
2013-02-18 1917 1 2013
2013-02-25 5179 1 2013
2013-03-04 4642 1 2013
2013-03-11 3927 1 2013
2013-03-18 9330 1 2013
2013-03-25 7405 1 2013
2013-04-01 5631 1 2013
2013-04-08 9361 1 2013
2013-04-15 2076 1 2013
2013-04-22 6661 1 2013
2013-04-29 6593 1 2013
2013-05-06 5336 1 2013
2013-05-13 4741 1 2013
2013-05-20 3443 1 2013
2013-05-27 3687 1 2013
2013-06-03 5897 1 2013
2013-06-10 4764 1 2013
2013-06-17 1344 1 2013
2013-06-24 5189 1 2013
2013-07-01 3894 1 2013
2013-07-08 5952 1 2013
2013-07-15 3917 1 2013
2013-07-22 4022 1 2013
2013-07-29 6418 1 2013
2013-08-05 5332 1 2013
2013-08-12 2100 1 2013
2013-08-19 2201 1 2013
2013-08-26 2644 1 2013
2013-09-02 2435 1 2013
2013-09-09 2180 1 2013
2013-09-16 3086 1 2013
2013-09-23 1452 1 2013
2013-09-30 3151 1 2013
2013-10-07 1302 1 2013
2013-10-14 2672 1 2013
2013-10-21 4627 1 2013
2013-10-28 4398 1 2013
2013-11-04 2848 1 2013
2013-11-11 12282 1 2013
2013-11-18 2838 1 2013
2013-11-25 2397 1 2013
2013-12-02 1782 1 2013
2013-12-09 2803 1 2013
2013-12-16 3069 1 2013
2013-12-23 2051 1 2013
2013-12-30 1440 1 2013
2014-01-06 5818 1 2014
2014-01-13 2144 1 2014
2014-01-20 4200 1 2014
2014-01-27 9191 1 2014
2014-02-03 7688 1 2014
2014-02-10 2490 1 2014
2014-02-17 5899 1 2014
2014-02-24 5531 1 2014
2014-03-03 4620 1 2014
2014-03-10 2366 1 2014
2014-03-17 5670 1 2014
2014-03-24 2595 1 2014
2014-03-31 2226 1 2014
2014-04-07 3671 1 2014
2014-04-14 2816 1 2014
2014-04-21 3727 1 2014
2014-04-28 2902 1 2014
2014-05-05 7348 1 2014
2014-05-12 3533 1 2014
2014-05-19 2402 1 2014
2014-05-26 3959 1 2014
2014-06-02 3137 1 2014
2014-06-09 1618 1 2014
2014-06-16 3019 1 2014
2014-06-23 4082 1 2014
2014-06-30 2267 1 2014
2014-07-07 5108 1 2014
2014-07-14 7047 1 2014
2014-07-21 3109 1 2014
2014-07-28 4844 1 2014
2014-08-04 2783 1 2014
2014-08-11 4080 1 2014
2014-08-18 3415 1 2014
2014-08-25 1639 1 2014
2014-09-01 3578 1 2014
2014-09-08 4412 1 2014
2014-09-15 4070 1 2014
2014-09-22 6706 1 2014
2014-09-29 1270 1 2014
2014-10-06 1610 1 2014
2014-10-13 2267 1 2014
2014-10-20 1707 1 2014
2014-10-27 2561 1 2014
2014-11-03 3590 1 2014
2014-11-10 1793 1 2014
2014-11-17 2280 1 2014
2014-11-24 2179 1 2014
2014-12-01 4034 1 2014
2014-12-08 1153 1 2014
2014-12-15 1207 1 2014
2014-12-22 2226 1 2014
2014-12-29 10569 1 2014
2015-01-05 2863 1 2015
2015-01-12 5338 1 2015
2015-01-19 1778 1 2015
2015-01-26 3806 1 2015
2015-02-02 5833 1 2015
2015-02-09 2556 1 2015
2015-02-16 1989 1 2015
2015-02-23 1757 1 2015
2015-03-02 17436 1 2015
2015-03-09 4231 1 2015
2015-03-16 6256 1 2015
2015-03-23 10103 1 2015
2015-03-30 4272 1 2015
2015-04-06 4969 1 2015
2015-04-13 3375 1 2015
2015-04-20 2160 1 2015
2015-04-27 715 1 2015
2015-05-04 2043 1 2015
2015-05-11 7934 1 2015
2015-05-18 14431 1 2015
2015-05-25 6742 1 2015
2015-06-01 3176 1 2015
2015-06-08 8658 1 2015
2015-06-15 5633 1 2015
2015-06-22 3537 1 2015
2015-06-29 3483 1 2015
2015-07-06 5671 1 2015
2015-07-13 3288 1 2015
2015-07-20 4848 1 2015
2015-07-27 4470 1 2015
2015-08-03 4821 1 2015
2015-08-10 7159 1 2015
2015-08-17 1118 1 2015
2015-08-24 7161 1 2015
2015-08-31 3455 1 2015
2015-09-07 1425 1 2015
2015-09-14 2821 1 2015
2015-09-21 2249 1 2015
2015-09-28 2186 1 2015
2015-10-05 1532 1 2015
2015-10-12 2063 1 2015
2015-10-19 6165 1 2015
2015-10-26 3978 1 2015
2015-11-02 3439 1 2015
2015-11-09 2803 1 2015
2015-11-16 3011 1 2015
2015-11-23 3976 1 2015
2015-11-30 4063 1 2015
2015-12-07 2808 1 2015
2015-12-14 4458 1 2015
2015-12-21 6388 1 2015
2015-12-28 4532 1 2015
2016-01-04 4795 1 2016
2016-01-11 1247 1 2016
2016-01-18 5817 1 2016
2016-01-25 2798 1 2016
2016-02-01 3090 1 2016
2016-02-08 2798 1 2016
2016-02-15 5051 1 2016
2016-02-22 6836 1 2016
2016-02-29 3948 1 2016
2016-03-07 9390 1 2016
2016-03-14 6947 1 2016
2016-03-21 2063 1 2016
2016-03-28 4697 1 2016
2016-04-04 8037 1 2016
2016-04-11 2992 1 2016
2016-04-18 7610 1 2016
2016-04-25 7778 1 2016
2016-05-02 4744 1 2016
2016-05-09 2868 1 2016
2016-05-16 2424 1 2016
2016-05-23 4909 1 2016
2016-05-30 3998 1 2016
2016-06-06 4044 1 2016
2016-06-13 2739 1 2016
2016-06-20 4368 1 2016
2016-06-27 4793 1 2016
2016-07-04 2208 1 2016
2016-07-11 5005 1 2016
2016-07-18 9862 1 2016
2016-07-25 3337 1 2016
2016-08-01 8867 1 2016
2016-08-08 5633 1 2016
2016-08-15 5564 1 2016
2016-08-22 3297 1 2016
2016-08-29 7889 1 2016
2016-09-05 2568 1 2016
2016-09-12 3035 1 2016
2016-09-19 2944 1 2016
2016-09-26 5167 1 2016
2016-10-03 2908 1 2016
2016-10-10 2483 1 2016
2016-10-17 2120 1 2016
2016-10-24 2243 1 2016
2016-10-31 2801 1 2016
2016-11-07 4069 1 2016
2016-11-14 2751 1 2016
2016-11-21 1450 1 2016
2016-11-28 4473 1 2016
2016-12-05 4065 1 2016
2016-12-12 2300 1 2016
2016-12-19 4904 1 2016
2016-12-26 1280 1 2016
2017-01-02 2528 1 2017
2017-01-09 2775 1 2017
2017-01-16 2417 1 2017
2017-01-23 8392 1 2017
2017-01-30 2810 1 2017
2017-02-06 8187 1 2017
2017-02-13 10709 1 2017
2017-02-20 3994 1 2017
2017-02-27 3177 1 2017
2017-03-06 3337 1 2017
2017-03-13 4132 1 2017
2017-03-20 10851 1 2017
2017-03-27 5065 1 2017
2017-04-03 2458 1 2017
2017-04-10 3955 1 2017
2017-04-17 4102 1 2017
2017-04-24 5350 1 2017
2017-05-01 3217 1 2017
2017-05-08 3785 1 2017
2017-05-15 6385 1 2017
2017-05-22 5611 1 2017
2017-05-29 9416 1 2017
2017-06-05 3624 1 2017
2017-06-12 5994 1 2017
2017-06-19 1017 1 2017
2017-06-26 5477 1 2017
2017-07-03 4119 1 2017
2017-07-10 2404 1 2017
2017-07-17 8729 1 2017
2017-07-24 4366 1 2017
2017-07-31 2486 1 2017
2017-08-07 4333 1 2017
2017-08-14 4986 1 2017
2017-08-21 2236 1 2017
2017-08-28 5501 1 2017
2017-09-04 5564 1 2017
2017-09-11 5344 1 2017
2017-09-18 3012 1 2017
2017-09-25 3279 1 2017
2017-10-02 4797 1 2017
2017-10-09 5047 1 2017
2017-10-16 1942 1 2017
2017-10-23 5571 1 2017
2017-10-30 1791 1 2017
2017-11-06 2198 1 2017
2017-11-13 1920 1 2017
2017-11-20 4386 1 2017
2017-11-27 4127 1 2017
2017-12-04 2457 1 2017
2017-12-11 4486 1 2017
2017-12-18 2294 1 2017
2017-12-25 1868 1 2017
2018-01-01 4787 1 2018
2018-01-08 6876 1 2018
2018-01-15 1686 1 2018
2018-01-22 2553 1 2018
2018-01-29 3823 1 2018
2018-02-05 6972 1 2018
2018-02-12 12446 1 2018
2018-02-19 14455 1 2018
2018-02-26 4811 1 2018
2018-03-05 2765 1 2018
2018-03-12 7048 1 2018
2018-03-19 7990 1 2018
2018-03-26 3487 1 2018
2018-04-02 4639 1 2018
2018-04-09 4635 1 2018
2018-04-16 9125 1 2018
2018-04-23 3531 1 2018
2018-04-30 4738 1 2018
2018-05-07 3859 1 2018
2018-05-14 12550 1 2018
2018-05-21 5261 1 2018
2018-05-28 3396 1 2018
2018-06-04 4979 1 2018
2018-06-11 3631 1 2018
2018-06-18 3881 1 2018
2018-06-25 3338 1 2018
2018-07-02 6121 1 2018
2018-07-09 1559 1 2018
2018-07-16 3636 1 2018
2018-07-23 6020 1 2018
2018-07-30 4814 1 2018
2018-08-06 4911 1 2018
2018-08-13 8086 1 2018
2018-08-20 3574 1 2018
2018-08-27 1922 1 2018
2018-09-03 2973 1 2018
2018-09-10 3490 1 2018
2018-09-17 3041 1 2018
2018-09-24 1893 1 2018
2018-10-01 5418 1 2018
2018-10-08 2796 1 2018
2018-10-15 9706 1 2018
2018-10-22 4805 1 2018
2018-10-29 3649 1 2018
2018-11-05 2525 1 2018
2018-11-12 2783 1 2018
2018-11-19 5931 1 2018
2018-11-26 2772 1 2018
2018-12-03 2331 1 2018
2018-12-10 7104 1 2018
2018-12-17 7670 1 2018
2018-12-24 6260 1 2018
2018-12-31 5163 1 2018
2019-01-07 3476 1 2019
2019-01-14 3017 1 2019
2019-01-21 3369 1 2019
2019-01-28 5538 1 2019
2019-02-04 5674 1 2019
2019-02-11 2362 1 2019
2019-02-18 5660 1 2019
2019-02-25 8307 1 2019
2019-03-04 6313 1 2019
2019-03-11 3494 1 2019
2019-03-18 4543 1 2019
2019-03-25 5043 1 2019
2019-04-01 2618 1 2019
2019-04-08 10001 1 2019
2019-04-15 8717 1 2019
2019-04-22 4992 1 2019
2019-04-29 2608 1 2019
2019-05-06 3001 1 2019
2019-05-13 2021 1 2019
2019-05-20 2916 1 2019
2019-05-27 5357 1 2019
2019-06-03 8666 1 2019
2019-06-10 1779 1 2019
2019-06-17 3228 1 2019
2019-06-24 5817 1 2019
2019-07-01 4344 1 2019
2019-07-08 4818 1 2019
2019-07-15 4769 1 2019
2019-07-22 5931 1 2019
2019-07-29 3950 1 2019
2019-08-05 3319 1 2019
2019-08-12 2124 1 2019
2019-08-19 1835 1 2019
2019-08-26 3242 1 2019
2019-09-02 3502 1 2019
2019-09-09 1926 1 2019
2019-09-16 2637 1 2019
2019-09-23 3310 1 2019
2019-09-30 3789 1 2019
2019-10-07 6471 1 2019
2019-10-14 9815 1 2019
2019-10-21 6472 1 2019
2019-10-28 3334 1 2019
2019-11-04 2586 1 2019
2019-11-11 6441 1 2019
2019-11-18 1710 1 2019
2019-11-25 2473 1 2019
2019-12-02 4403 1 2019
2019-12-09 5554 1 2019
2019-12-16 5596 1 2019
2019-12-23 3057 1 2019
2019-12-30 2423 1 2019
2020-01-06 4419 1 2020
2020-01-13 4536 1 2020
2020-01-20 4889 1 2020
2020-01-27 2694 1 2020
2020-02-03 3172 1 2020
2020-02-10 6755 1 2020
2020-02-17 10471 1 2020
2020-02-24 9965 1 2020
2020-03-02 4534 1 2020
2020-03-09 3353 1 2020
2020-03-16 5949 1 2020
2020-03-23 6311 1 2020
2020-03-30 5189 1 2020
2020-04-06 5218 1 2020
2020-04-13 4748 1 2020
2020-04-20 6520 1 2020
2020-04-27 14245 1 2020
2020-05-04 6061 1 2020
2020-05-11 11851 1 2020
2020-05-18 5967 1 2020
2020-05-25 1374 1 2020
2020-06-01 5501 1 2020
2020-06-08 5464 1 2020
2020-06-15 4362 1 2020
2020-06-22 9173 1 2020
2020-06-29 1560 1 2020
2020-07-06 5639 1 2020
2020-07-13 8987 1 2020
2020-07-20 6208 1 2020
2020-07-27 5538 1 2020
2020-08-03 4678 1 2020
2020-08-10 2623 1 2020
2020-08-17 3085 1 2020
2020-08-24 5182 1 2020
2020-08-31 7292 1 2020
2020-09-07 4014 1 2020
2020-09-14 2844 1 2020
2020-09-21 5497 1 2020
2020-09-28 8207 1 2020
2020-10-05 3508 1 2020
2020-10-12 4589 1 2020
2020-10-19 3465 1 2020
2020-10-26 5125 1 2020
2020-11-02 2755 1 2020
2020-11-09 4716 1 2020
2020-11-16 5283 1 2020
2020-11-23 2196 1 2020
2020-11-30 3769 1 2020
2020-12-07 6317 1 2020
2020-12-14 3399 1 2020
2020-12-21 6200 1 2020
2020-12-28 2422 1 2020
2021-01-04 6450 1 2021
2021-01-11 3607 1 2021
2021-01-18 9450 1 2021
2021-01-25 6023 1 2021
2021-02-01 3786 1 2021
2021-02-08 3698 1 2021
2021-02-15 7492 1 2021
2021-02-22 19043 1 2021
2021-03-01 6849 1 2021
2021-03-08 6124 1 2021
2021-03-15 5539 1 2021
2021-03-22 3721 1 2021
2021-03-29 6290 1 2021
2021-04-05 13349 1 2021
2021-04-12 3773 1 2021
2021-04-19 5717 1 2021
2021-04-26 6203 1 2021
2021-05-03 5851 1 2021
2021-05-10 4198 1 2021
2021-05-17 6195 1 2021
2021-05-24 3269 1 2021
2021-05-31 3420 1 2021
2021-06-07 5858 1 2021
2021-06-14 4608 1 2021
2021-06-21 6451 1 2021
2021-06-28 7138 1 2021
2021-07-05 4320 1 2021
2021-07-12 10020 1 2021
2021-07-19 5896 1 2021
2021-07-26 6848 1 2021
2021-08-02 4002 1 2021
2021-08-09 4656 1 2021
2021-08-16 4751 1 2021
2021-08-23 3327 1 2021
2021-08-30 2654 1 2021
2021-09-06 3774 1 2021
2021-09-13 5256 1 2021
2021-09-20 4990 1 2021
2021-09-27 1935 1 2021
2021-10-04 1581 1 2021
2021-10-11 6624 1 2021
2021-10-18 8387 1 2021
2021-10-25 4535 1 2021
2021-11-01 5614 1 2021
2021-11-08 3627 1 2021
2021-11-15 6762 1 2021
2021-11-22 3233 1 2021
2021-11-29 5436 1 2021
2021-12-06 5388 1 2021
2021-12-13 4639 1 2021
2021-12-20 3946 1 2021
2021-12-27 3556 1 2021
2022-01-03 4717 1 2022
2022-01-10 6212 1 2022
2022-01-17 5900 1 2022
2022-01-24 5461 1 2022
2022-01-31 7615 1 2022
2022-02-07 6889 1 2022
2022-02-14 4691 1 2022
2022-02-21 3314 1 2022
2022-02-28 11563 1 2022
2022-03-07 8440 1 2022
2022-03-14 30241 1 2022
2022-03-21 5517 1 2022
2022-03-28 5095 1 2022
2022-04-04 8422 1 2022
2022-04-11 3782 1 2022
2022-04-18 5600 1 2022
2022-04-25 12196 1 2022
2022-05-02 6108 1 2022
2022-05-09 4622 1 2022
2022-05-16 5967 1 2022
2022-05-23 4502 1 2022
2022-05-30 3845 1 2022
2022-06-06 5902 1 2022
2022-06-13 4745 1 2022
2022-06-20 3548 1 2022
2022-06-27 3192 1 2022
2022-07-04 4882 1 2022
2022-07-11 6085 1 2022
2022-07-18 8607 1 2022
2022-07-25 5434 1 2022
2022-08-01 8562 1 2022
2022-08-08 4392 1 2022
2022-08-15 3378 1 2022
2022-08-22 5492 1 2022
2022-08-29 4267 1 2022
2022-09-05 2478 1 2022
2022-09-12 2317 1 2022
2022-09-19 5152 1 2022
2022-09-26 4852 1 2022
2022-10-03 3229 1 2022
2022-10-10 2864 1 2022
2022-10-17 4107 1 2022
2022-10-24 5759 1 2022
2022-10-31 4488 1 2022
2022-11-07 2922 1 2022
2022-11-14 3333 1 2022
2022-11-21 1997 1 2022
2022-11-28 5267 1 2022
2022-12-05 3516 1 2022
2022-12-12 2767 1 2022
2022-12-19 7602 1 2022
2022-12-26 5086 1 2022
2023-01-02 4538 1 2023
2023-01-09 4154 1 2023
2023-01-16 6141 1 2023
2023-01-23 6037 1 2023
2023-01-30 6992 1 2023
2023-02-06 3372 1 2023
2023-02-13 9041 1 2023
2023-02-20 9872 1 2023
2023-02-27 7557 1 2023
2023-03-06 7104 1 2023
2023-03-13 4728 1 2023
2023-03-20 3483 1 2023
2023-03-27 11344 1 2023
2023-04-03 3962 1 2023
2023-04-10 7421 1 2023
2023-04-17 11300 1 2023
2023-04-24 5350 1 2023
2023-05-01 10696 1 2023
2023-05-08 5757 1 2023
2023-05-15 9028 1 2023
2023-05-22 5909 1 2023
2023-05-29 12985 1 2023
2023-06-05 5498 1 2023
2023-06-12 5858 1 2023
2023-06-19 5079 1 2023
2023-06-26 9933 1 2023
2023-07-03 7682 1 2023
2023-07-10 7193 1 2023
2023-07-17 5846 1 2023
2023-07-24 4319 1 2023
2023-07-31 9416 1 2023
2023-08-07 9961 1 2023
2023-08-14 3129 1 2023
2023-08-21 1836 1 2023
2023-08-28 5919 1 2023
2023-09-04 11723 1 2023
2023-09-11 4017 1 2023
2023-09-18 4342 1 2023
2023-09-25 9201 1 2023
2023-10-02 4993 1 2023
2023-10-09 2245 1 2023
2023-10-16 2654 1 2023
2023-10-23 6117 1 2023
2023-10-30 3343 1 2023
2023-11-06 6904 1 2023
2023-11-13 6895 1 2023
2023-11-20 2229 1 2023
2023-11-27 4799 1 2023
2023-12-04 2965 1 2023
2023-12-11 6471 1 2023
2023-12-18 3861 1 2023
2023-12-25 3105 1 2023 
expected_df <- compute_expected(
  counts          = data_sum,
  exclude         = exclude_dates,
  frequency       = 52,
  weekday.effect  = FALSE,
  keep.components = TRUE,
  verbose         = FALSE
)


# -----------------------------------------------------------
# 5. Eredmények összefűzése egyetlen adatkeretbe
# -----------------------------------------------------------
results_all <- bind_rows(expected_df)


# -----------------------------------------------------------
# 6. 21-22 évek előrejelzésének kiszedése
# -----------------------------------------------------------
predictions_1y <-results_all %>%
  filter(year %in% forecast_year) %>%
  select(date, outcome, expected, excluded) %>%
  mutate(expected_int = round(expected))


# -----------------------------------------------------------
# 7. Eredmények táblázatos megjelenítése
# -----------------------------------------------------------
kable(predictions_1y,
      caption = "Eredményül kapott adatsor",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Eredményül kapott adatsor
date outcome expected excluded expected_int
2021-01-04 6450 5127.228 TRUE 5127
2021-01-11 3607 5348.438 TRUE 5348
2021-01-18 9450 5574.356 TRUE 5574
2021-01-25 6023 5797.491 TRUE 5797
2021-02-01 3786 6009.918 TRUE 6010
2021-02-08 3698 6203.811 TRUE 6204
2021-02-15 7492 6372.045 TRUE 6372
2021-02-22 19043 6508.812 TRUE 6509
2021-03-01 6849 6610.128 TRUE 6610
2021-03-08 6124 6674.172 TRUE 6674
2021-03-15 5539 6701.396 TRUE 6701
2021-03-22 3721 6694.381 TRUE 6694
2021-03-29 6290 6657.494 TRUE 6657
2021-04-05 13349 6596.381 TRUE 6596
2021-04-12 3773 6517.394 TRUE 6517
2021-04-19 5717 6427.021 TRUE 6427
2021-04-26 6203 6331.392 TRUE 6331
2021-05-03 5851 6235.883 TRUE 6236
2021-05-10 4198 6144.845 TRUE 6145
2021-05-17 6195 6061.449 TRUE 6061
2021-05-24 3269 5987.625 TRUE 5988
2021-05-31 3420 5924.082 TRUE 5924
2021-06-07 5858 5870.381 TRUE 5870
2021-06-14 4608 5825.063 TRUE 5825
2021-06-21 6451 5785.811 TRUE 5786
2021-06-28 7138 5749.659 TRUE 5750
2021-07-05 4320 5713.237 TRUE 5713
2021-07-12 10020 5673.047 TRUE 5673
2021-07-19 5896 5625.776 TRUE 5626
2021-07-26 6848 5568.600 TRUE 5569
2021-08-02 4002 5499.471 TRUE 5499
2021-08-09 4656 5417.346 TRUE 5417
2021-08-16 4751 5322.331 TRUE 5322
2021-08-23 3327 5215.714 TRUE 5216
2021-08-30 2654 5099.888 TRUE 5100
2021-09-06 3774 4978.176 TRUE 4978
2021-09-13 5256 4854.579 TRUE 4855
2021-09-20 4990 4733.493 TRUE 4733
2021-09-27 1935 4619.426 TRUE 4619
2021-10-04 1581 4516.759 TRUE 4517
2021-10-11 6624 4429.556 TRUE 4430
2021-10-18 8387 4361.437 TRUE 4361
2021-10-25 4535 4315.521 TRUE 4316
2021-11-01 5614 4294.394 TRUE 4294
2021-11-08 3627 4300.115 TRUE 4300
2021-11-15 6762 4334.209 TRUE 4334
2021-11-22 3233 4397.652 TRUE 4398
2021-11-29 5436 4490.818 TRUE 4491
2021-12-06 5388 4613.391 TRUE 4613
2021-12-13 4639 4764.238 TRUE 4764
2021-12-20 3946 4941.260 TRUE 4941
2021-12-27 3556 5141.251 TRUE 5141
2022-01-03 4717 5359.782 TRUE 5360
2022-01-10 6212 5591.174 TRUE 5591
2022-01-17 5900 5828.582 TRUE 5829
2022-01-24 5461 6064.232 TRUE 6064
2022-01-31 7615 6289.824 TRUE 6290
2022-02-07 6889 6497.071 TRUE 6497
2022-02-14 4691 6678.336 TRUE 6678
2022-02-21 3314 6827.274 TRUE 6827
2022-02-28 11563 6939.394 TRUE 6939
2022-03-07 8440 7012.442 TRUE 7012
2022-03-14 30241 7046.552 TRUE 7047
2022-03-21 5517 7044.137 TRUE 7044
2022-03-28 5095 7009.550 TRUE 7010
2022-04-04 8422 6948.574 TRUE 6949
2022-04-11 3782 6867.818 TRUE 6868
2022-04-18 5600 6774.123 TRUE 6774
2022-04-25 12196 6674.015 TRUE 6674
2022-05-02 6108 6573.285 TRUE 6573
2022-05-09 4622 6476.675 TRUE 6477
2022-05-16 5967 6387.704 TRUE 6388
2022-05-23 4502 6308.590 TRUE 6309
2022-05-30 3845 6240.258 TRUE 6240
2022-06-06 5902 6182.412 TRUE 6182
2022-06-13 4745 6133.661 TRUE 6134
2022-06-20 3548 6091.686 TRUE 6092
2022-06-27 3192 6053.449 TRUE 6053
2022-07-04 4882 6015.448 TRUE 6015
2022-07-11 6085 5974.005 TRUE 5974
2022-07-18 8607 5925.585 TRUE 5926
2022-07-25 5434 5867.126 TRUE 5867
2022-08-01 8562 5796.339 TRUE 5796
2022-08-08 4392 5711.965 TRUE 5712
2022-08-15 3378 5613.938 TRUE 5614
2022-08-22 5492 5503.435 TRUE 5503
2022-08-29 4267 5382.818 TRUE 5383
2022-09-05 2478 5255.458 TRUE 5255
2022-09-12 2317 5125.478 TRUE 5125
2022-09-19 5152 4997.462 TRUE 4997
2022-09-26 4852 4876.155 TRUE 4876
2022-10-03 3229 4766.197 TRUE 4766
2022-10-10 2864 4671.920 TRUE 4672
2022-10-17 4107 4597.206 TRUE 4597
2022-10-24 5759 4545.414 TRUE 4545
2022-10-31 4488 4519.346 TRUE 4519
2022-11-07 2922 4521.246 TRUE 4521
2022-11-14 3333 4552.802 TRUE 4553
2022-11-21 1997 4615.124 TRUE 4615
2022-11-28 5267 4708.704 TRUE 4709
2022-12-05 3516 4833.319 TRUE 4833
2022-12-12 2767 4987.910 TRUE 4988
2022-12-19 7602 5170.425 TRUE 5170
2022-12-26 5086 5377.664 TRUE 5378 
#write.csv(predictions_1y, "TEST_2_B_prediction_2year_all_age.csv", row.names = FALSE)
#write.csv(results_all, "TEST_2_B_expected_outcome_of_all_years_all_age.csv", row.names = FALSE)


# -----------------------------------------------------------
# 8. Vizualizáció: Observed vs Expected
# -----------------------------------------------------------
ggplot(predictions_1y, aes(x = date)) +
  geom_line(aes(y = outcome, color = "Observed"), linewidth = 0.6) +
  geom_line(aes(y = expected, color = "Predicted"), linewidth = 1.1) +
  scale_color_manual(
    values = c(
      "Observed" = "#0f77b4",
      "Predicted" = "#ff7f0e"
    ),
    labels = c(
      "Observed" = "Megfigyelt halálozás",
      "Predicted" = "Prediktált halálozás"
    ),
    name = NULL
  ) +
  labs(
    x = "Dátum",
    y = "Halálozási esetszám"
  ) +
  theme_minimal() +
  theme(
    legend.position = "bottom"
  )

prediction_T_2_B <- predictions_1y

Aggregált adatsor szerinti elemzés: 20 ÉV TANÍTÁS + 3 ÉVES ELŐREJELZÉS

#-----------------------------------------------------------
# 1. Adathalmaz előkészítése
#-----------------------------------------------------------
data <- data_original


#-----------------------------------------------------------
# 2. Évek meghatározása
#-----------------------------------------------------------
data$date <- as.Date(data$date)
years <- sort(unique(year(data$date)))

baseline_years <- years[1:20]
forecast_year <- years[21:23]


#-----------------------------------------------------------
# 3. A 21. év dátumai
#-----------------------------------------------------------
exclude_dates <- data %>%
  filter(year(date) %in% forecast_year) %>%
  pull(date)


#-----------------------------------------------------------
# 4. Halálozási adatok lista
#-----------------------------------------------------------
data_sum <- data %>%
  mutate(
    outcome = rowSums(select(., -date), na.rm = TRUE)) %>%
  select(date, outcome) %>%
  mutate(
    population = 1,
    year = year(date)
  )
  
kable(data_sum,
      caption = "Összesített táblázat",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Összesített táblázat
date outcome population year
2001-01-01 1189 1 2001
2001-01-08 1343 1 2001
2001-01-15 2874 1 2001
2001-01-22 2190 1 2001
2001-01-29 3508 1 2001
2001-02-05 5001 1 2001
2001-02-12 1037 1 2001
2001-02-19 2990 1 2001
2001-02-26 3697 1 2001
2001-03-05 1703 1 2001
2001-03-12 1521 1 2001
2001-03-19 2491 1 2001
2001-03-26 3859 1 2001
2001-04-02 2568 1 2001
2001-04-09 1497 1 2001
2001-04-16 2370 1 2001
2001-04-23 1923 1 2001
2001-04-30 2657 1 2001
2001-05-07 3167 1 2001
2001-05-14 1265 1 2001
2001-05-21 2865 1 2001
2001-05-28 1522 1 2001
2001-06-04 1852 1 2001
2001-06-11 3477 1 2001
2001-06-18 3931 1 2001
2001-06-25 2786 1 2001
2001-07-02 2145 1 2001
2001-07-09 1906 1 2001
2001-07-16 2303 1 2001
2001-07-23 1961 1 2001
2001-07-30 1603 1 2001
2001-08-06 3261 1 2001
2001-08-13 2357 1 2001
2001-08-20 1631 1 2001
2001-08-27 1131 1 2001
2001-09-03 1140 1 2001
2001-09-10 3591 1 2001
2001-09-17 2597 1 2001
2001-09-24 1267 1 2001
2001-10-01 1417 1 2001
2001-10-08 1640 1 2001
2001-10-15 3091 1 2001
2001-10-22 1381 1 2001
2001-10-29 1894 1 2001
2001-11-05 590 1 2001
2001-11-12 1688 1 2001
2001-11-19 971 1 2001
2001-11-26 2429 1 2001
2001-12-03 2859 1 2001
2001-12-10 1222 1 2001
2001-12-17 2023 1 2001
2001-12-24 2175 1 2001
2001-12-31 1695 1 2001
2002-01-07 5313 1 2002
2002-01-14 929 1 2002
2002-01-21 1112 1 2002
2002-01-28 3742 1 2002
2002-02-04 1770 1 2002
2002-02-11 3751 1 2002
2002-02-18 2861 1 2002
2002-02-25 2413 1 2002
2002-03-04 2448 1 2002
2002-03-11 2974 1 2002
2002-03-18 2058 1 2002
2002-03-25 1134 1 2002
2002-04-01 3110 1 2002
2002-04-08 2486 1 2002
2002-04-15 3118 1 2002
2002-04-22 1750 1 2002
2002-04-29 2330 1 2002
2002-05-06 1429 1 2002
2002-05-13 1704 1 2002
2002-05-20 1305 1 2002
2002-05-27 1730 1 2002
2002-06-03 2023 1 2002
2002-06-10 3871 1 2002
2002-06-17 2957 1 2002
2002-06-24 2166 1 2002
2002-07-01 1992 1 2002
2002-07-08 1255 1 2002
2002-07-15 3396 1 2002
2002-07-22 3022 1 2002
2002-07-29 1376 1 2002
2002-08-05 1652 1 2002
2002-08-12 1135 1 2002
2002-08-19 6349 1 2002
2002-08-26 2203 1 2002
2002-09-02 805 1 2002
2002-09-09 468 1 2002
2002-09-16 1107 1 2002
2002-09-23 4011 1 2002
2002-09-30 3226 1 2002
2002-10-07 3608 1 2002
2002-10-14 2108 1 2002
2002-10-21 3073 1 2002
2002-10-28 2456 1 2002
2002-11-04 1478 1 2002
2002-11-11 1955 1 2002
2002-11-18 1518 1 2002
2002-11-25 2067 1 2002
2002-12-02 1067 1 2002
2002-12-09 1908 1 2002
2002-12-16 1111 1 2002
2002-12-23 1745 1 2002
2002-12-30 2056 1 2002
2003-01-06 2161 1 2003
2003-01-13 2038 1 2003
2003-01-20 3341 1 2003
2003-01-27 1137 1 2003
2003-02-03 4054 1 2003
2003-02-10 3175 1 2003
2003-02-17 3147 1 2003
2003-02-24 3853 1 2003
2003-03-03 2519 1 2003
2003-03-10 1050 1 2003
2003-03-17 3183 1 2003
2003-03-24 1161 1 2003
2003-03-31 1620 1 2003
2003-04-07 4094 1 2003
2003-04-14 2849 1 2003
2003-04-21 2513 1 2003
2003-04-28 1634 1 2003
2003-05-05 2652 1 2003
2003-05-12 1897 1 2003
2003-05-19 1434 1 2003
2003-05-26 1939 1 2003
2003-06-02 2279 1 2003
2003-06-09 1146 1 2003
2003-06-16 913 1 2003
2003-06-23 2222 1 2003
2003-06-30 3751 1 2003
2003-07-07 3863 1 2003
2003-07-14 1417 1 2003
2003-07-21 1643 1 2003
2003-07-28 818 1 2003
2003-08-04 2098 1 2003
2003-08-11 4021 1 2003
2003-08-18 1739 1 2003
2003-08-25 2378 1 2003
2003-09-01 1115 1 2003
2003-09-08 1314 1 2003
2003-09-15 1527 1 2003
2003-09-22 624 1 2003
2003-09-29 1213 1 2003
2003-10-06 764 1 2003
2003-10-13 754 1 2003
2003-10-20 3774 1 2003
2003-10-27 639 1 2003
2003-11-03 1887 1 2003
2003-11-10 1274 1 2003
2003-11-17 1307 1 2003
2003-11-24 1175 1 2003
2003-12-01 1182 1 2003
2003-12-08 2627 1 2003
2003-12-15 3252 1 2003
2003-12-22 3715 1 2003
2003-12-29 2828 1 2003
2004-01-05 1556 1 2004
2004-01-12 3457 1 2004
2004-01-19 4600 1 2004
2004-01-26 1849 1 2004
2004-02-02 5637 1 2004
2004-02-09 1476 1 2004
2004-02-16 5948 1 2004
2004-02-23 1756 1 2004
2004-03-01 3680 1 2004
2004-03-08 2238 1 2004
2004-03-15 2846 1 2004
2004-03-22 3042 1 2004
2004-03-29 3426 1 2004
2004-04-05 2921 1 2004
2004-04-12 2842 1 2004
2004-04-19 1865 1 2004
2004-04-26 3259 1 2004
2004-05-03 1783 1 2004
2004-05-10 1021 1 2004
2004-05-17 2651 1 2004
2004-05-24 2256 1 2004
2004-05-31 2453 1 2004
2004-06-07 2048 1 2004
2004-06-14 2414 1 2004
2004-06-21 3215 1 2004
2004-06-28 1749 1 2004
2004-07-05 3025 1 2004
2004-07-12 1568 1 2004
2004-07-19 2176 1 2004
2004-07-26 3092 1 2004
2004-08-02 1907 1 2004
2004-08-09 4835 1 2004
2004-08-16 2830 1 2004
2004-08-23 2239 1 2004
2004-08-30 1891 1 2004
2004-09-06 3992 1 2004
2004-09-13 772 1 2004
2004-09-20 1525 1 2004
2004-09-27 1108 1 2004
2004-10-04 3383 1 2004
2004-10-11 2204 1 2004
2004-10-18 2259 1 2004
2004-10-25 1949 1 2004
2004-11-01 1924 1 2004
2004-11-08 2142 1 2004
2004-11-15 1870 1 2004
2004-11-22 1622 1 2004
2004-11-29 1562 1 2004
2004-12-06 2185 1 2004
2004-12-13 2934 1 2004
2004-12-20 1698 1 2004
2004-12-27 2039 1 2004
2005-01-03 855 1 2005
2005-01-10 999 1 2005
2005-01-17 895 1 2005
2005-01-24 2027 1 2005
2005-01-31 1607 1 2005
2005-02-07 1609 1 2005
2005-02-14 1205 1 2005
2005-02-21 5379 1 2005
2005-02-28 1807 1 2005
2005-03-07 6182 1 2005
2005-03-14 1475 1 2005
2005-03-21 7487 1 2005
2005-03-28 4583 1 2005
2005-04-04 2070 1 2005
2005-04-11 2017 1 2005
2005-04-18 1876 1 2005
2005-04-25 3652 1 2005
2005-05-02 6319 1 2005
2005-05-09 5449 1 2005
2005-05-16 3748 1 2005
2005-05-23 648 1 2005
2005-05-30 3343 1 2005
2005-06-06 1682 1 2005
2005-06-13 2056 1 2005
2005-06-20 1302 1 2005
2005-06-27 3253 1 2005
2005-07-04 1781 1 2005
2005-07-11 1655 1 2005
2005-07-18 2517 1 2005
2005-07-25 3798 1 2005
2005-08-01 1117 1 2005
2005-08-08 4847 1 2005
2005-08-15 2672 1 2005
2005-08-22 1766 1 2005
2005-08-29 3015 1 2005
2005-09-05 2464 1 2005
2005-09-12 1916 1 2005
2005-09-19 1472 1 2005
2005-09-26 748 1 2005
2005-10-03 7987 1 2005
2005-10-10 1947 1 2005
2005-10-17 2640 1 2005
2005-10-24 1372 1 2005
2005-10-31 2847 1 2005
2005-11-07 3851 1 2005
2005-11-14 1837 1 2005
2005-11-21 1808 1 2005
2005-11-28 1212 1 2005
2005-12-05 2504 1 2005
2005-12-12 3523 1 2005
2005-12-19 1846 1 2005
2005-12-26 2681 1 2005
2006-01-02 1574 1 2006
2006-01-09 2107 1 2006
2006-01-16 1370 1 2006
2006-01-23 1859 1 2006
2006-01-30 3914 1 2006
2006-02-06 1687 1 2006
2006-02-13 2160 1 2006
2006-02-20 3051 1 2006
2006-02-27 1328 1 2006
2006-03-06 2328 1 2006
2006-03-13 5760 1 2006
2006-03-20 3240 1 2006
2006-03-27 4274 1 2006
2006-04-03 2513 1 2006
2006-04-10 2517 1 2006
2006-04-17 3808 1 2006
2006-04-24 3098 1 2006
2006-05-01 1871 1 2006
2006-05-08 2099 1 2006
2006-05-15 3469 1 2006
2006-05-22 4134 1 2006
2006-05-29 1974 1 2006
2006-06-05 2666 1 2006
2006-06-12 2847 1 2006
2006-06-19 1506 1 2006
2006-06-26 2565 1 2006
2006-07-03 3659 1 2006
2006-07-10 2045 1 2006
2006-07-17 4248 1 2006
2006-07-24 2539 1 2006
2006-07-31 2467 1 2006
2006-08-07 4130 1 2006
2006-08-14 3763 1 2006
2006-08-21 1540 1 2006
2006-08-28 1480 1 2006
2006-09-04 5983 1 2006
2006-09-11 1543 1 2006
2006-09-18 2490 1 2006
2006-09-25 1325 1 2006
2006-10-02 520 1 2006
2006-10-09 3710 1 2006
2006-10-16 1515 1 2006
2006-10-23 996 1 2006
2006-10-30 2153 1 2006
2006-11-06 1850 1 2006
2006-11-13 1766 1 2006
2006-11-20 1609 1 2006
2006-11-27 2594 1 2006
2006-12-04 2343 1 2006
2006-12-11 3553 1 2006
2006-12-18 1954 1 2006
2006-12-25 2432 1 2006
2007-01-01 3106 1 2007
2007-01-08 1312 1 2007
2007-01-15 1985 1 2007
2007-01-22 4485 1 2007
2007-01-29 2364 1 2007
2007-02-05 4284 1 2007
2007-02-12 4816 1 2007
2007-02-19 4486 1 2007
2007-02-26 2594 1 2007
2007-03-05 2979 1 2007
2007-03-12 5045 1 2007
2007-03-19 3004 1 2007
2007-03-26 3292 1 2007
2007-04-02 2273 1 2007
2007-04-09 2284 1 2007
2007-04-16 3587 1 2007
2007-04-23 1370 1 2007
2007-04-30 9015 1 2007
2007-05-07 1441 1 2007
2007-05-14 3249 1 2007
2007-05-21 2273 1 2007
2007-05-28 2226 1 2007
2007-06-04 6209 1 2007
2007-06-11 2146 1 2007
2007-06-18 2337 1 2007
2007-06-25 1892 1 2007
2007-07-02 3674 1 2007
2007-07-09 1297 1 2007
2007-07-16 7316 1 2007
2007-07-23 8448 1 2007
2007-07-30 4379 1 2007
2007-08-06 1763 1 2007
2007-08-13 1140 1 2007
2007-08-20 2401 1 2007
2007-08-27 1183 1 2007
2007-09-03 685 1 2007
2007-09-10 3001 1 2007
2007-09-17 1110 1 2007
2007-09-24 1995 1 2007
2007-10-01 1990 1 2007
2007-10-08 2719 1 2007
2007-10-15 2036 1 2007
2007-10-22 3660 1 2007
2007-10-29 1641 1 2007
2007-11-05 3887 1 2007
2007-11-12 1255 1 2007
2007-11-19 1972 1 2007
2007-11-26 5057 1 2007
2007-12-03 3728 1 2007
2007-12-10 1844 1 2007
2007-12-17 2995 1 2007
2007-12-24 1224 1 2007
2007-12-31 4218 1 2007
2008-01-07 4311 1 2008
2008-01-14 4721 1 2008
2008-01-21 3070 1 2008
2008-01-28 1890 1 2008
2008-02-04 4240 1 2008
2008-02-11 1387 1 2008
2008-02-18 1695 1 2008
2008-02-25 5139 1 2008
2008-03-03 3143 1 2008
2008-03-10 8095 1 2008
2008-03-17 3673 1 2008
2008-03-24 3711 1 2008
2008-03-31 2802 1 2008
2008-04-07 2330 1 2008
2008-04-14 1977 1 2008
2008-04-21 3624 1 2008
2008-04-28 1886 1 2008
2008-05-05 1874 1 2008
2008-05-12 2333 1 2008
2008-05-19 4757 1 2008
2008-05-26 2289 1 2008
2008-06-02 3142 1 2008
2008-06-09 4688 1 2008
2008-06-16 3053 1 2008
2008-06-23 1853 1 2008
2008-06-30 2300 1 2008
2008-07-07 2590 1 2008
2008-07-14 3327 1 2008
2008-07-21 2358 1 2008
2008-07-28 1599 1 2008
2008-08-04 2907 1 2008
2008-08-11 4845 1 2008
2008-08-18 2293 1 2008
2008-08-25 4071 1 2008
2008-09-01 1517 1 2008
2008-09-08 2829 1 2008
2008-09-15 2736 1 2008
2008-09-22 1919 1 2008
2008-09-29 2282 1 2008
2008-10-06 2620 1 2008
2008-10-13 1486 1 2008
2008-10-20 2745 1 2008
2008-10-27 1213 1 2008
2008-11-03 5057 1 2008
2008-11-10 3315 1 2008
2008-11-17 4463 1 2008
2008-11-24 2330 1 2008
2008-12-01 1761 1 2008
2008-12-08 3195 1 2008
2008-12-15 810 1 2008
2008-12-22 1643 1 2008
2008-12-29 2291 1 2008
2009-01-05 1908 1 2009
2009-01-12 4035 1 2009
2009-01-19 5545 1 2009
2009-01-26 7632 1 2009
2009-02-02 7284 1 2009
2009-02-09 2968 1 2009
2009-02-16 3333 1 2009
2009-02-23 4950 1 2009
2009-03-02 2457 1 2009
2009-03-09 2180 1 2009
2009-03-16 1799 1 2009
2009-03-23 3942 1 2009
2009-03-30 3415 1 2009
2009-04-06 2592 1 2009
2009-04-13 1238 1 2009
2009-04-20 4047 1 2009
2009-04-27 3568 1 2009
2009-05-04 2667 1 2009
2009-05-11 3808 1 2009
2009-05-18 2609 1 2009
2009-05-25 2872 1 2009
2009-06-01 7679 1 2009
2009-06-08 3850 1 2009
2009-06-15 2112 1 2009
2009-06-22 3365 1 2009
2009-06-29 3688 1 2009
2009-07-06 4320 1 2009
2009-07-13 2874 1 2009
2009-07-20 2672 1 2009
2009-07-27 2893 1 2009
2009-08-03 4105 1 2009
2009-08-10 3110 1 2009
2009-08-17 4426 1 2009
2009-08-24 1643 1 2009
2009-08-31 2048 1 2009
2009-09-07 2251 1 2009
2009-09-14 3232 1 2009
2009-09-21 1335 1 2009
2009-09-28 2005 1 2009
2009-10-05 2287 1 2009
2009-10-12 2535 1 2009
2009-10-19 1928 1 2009
2009-10-26 5034 1 2009
2009-11-02 3395 1 2009
2009-11-09 3148 1 2009
2009-11-16 4546 1 2009
2009-11-23 1240 1 2009
2009-11-30 2222 1 2009
2009-12-07 3722 1 2009
2009-12-14 2631 1 2009
2009-12-21 2924 1 2009
2009-12-28 1474 1 2009
2010-01-04 2142 1 2010
2010-01-11 2545 1 2010
2010-01-18 3382 1 2010
2010-01-25 2261 1 2010
2010-02-01 4551 1 2010
2010-02-08 2143 1 2010
2010-02-15 5064 1 2010
2010-02-22 2788 1 2010
2010-03-01 1937 1 2010
2010-03-08 2727 1 2010
2010-03-15 1842 1 2010
2010-03-22 3025 1 2010
2010-03-29 4685 1 2010
2010-04-05 12112 1 2010
2010-04-12 3418 1 2010
2010-04-19 5330 1 2010
2010-04-26 3689 1 2010
2010-05-03 4341 1 2010
2010-05-10 6212 1 2010
2010-05-17 2096 1 2010
2010-05-24 4689 1 2010
2010-05-31 3431 1 2010
2010-06-07 2173 1 2010
2010-06-14 1698 1 2010
2010-06-21 5172 1 2010
2010-06-28 2434 1 2010
2010-07-05 1091 1 2010
2010-07-12 3925 1 2010
2010-07-19 4724 1 2010
2010-07-26 3969 1 2010
2010-08-02 2054 1 2010
2010-08-09 2496 1 2010
2010-08-16 3886 1 2010
2010-08-23 2757 1 2010
2010-08-30 2659 1 2010
2010-09-06 1434 1 2010
2010-09-13 2193 1 2010
2010-09-20 4623 1 2010
2010-09-27 2946 1 2010
2010-10-04 2683 1 2010
2010-10-11 3020 1 2010
2010-10-18 3219 1 2010
2010-10-25 2209 1 2010
2010-11-01 5141 1 2010
2010-11-08 1550 1 2010
2010-11-15 1955 1 2010
2010-11-22 1388 1 2010
2010-11-29 2047 1 2010
2010-12-06 3389 1 2010
2010-12-13 2506 1 2010
2010-12-20 2204 1 2010
2010-12-27 1506 1 2010
2011-01-03 3069 1 2011
2011-01-10 4361 1 2011
2011-01-17 5744 1 2011
2011-01-24 4702 1 2011
2011-01-31 3416 1 2011
2011-02-07 3340 1 2011
2011-02-14 5133 1 2011
2011-02-21 3123 1 2011
2011-02-28 5455 1 2011
2011-03-07 3535 1 2011
2011-03-14 1712 1 2011
2011-03-21 3446 1 2011
2011-03-28 2464 1 2011
2011-04-04 2299 1 2011
2011-04-11 4700 1 2011
2011-04-18 4755 1 2011
2011-04-25 4229 1 2011
2011-05-02 3388 1 2011
2011-05-09 3994 1 2011
2011-05-16 4229 1 2011
2011-05-23 2657 1 2011
2011-05-30 5763 1 2011
2011-06-06 7790 1 2011
2011-06-13 2108 1 2011
2011-06-20 1994 1 2011
2011-06-27 4474 1 2011
2011-07-04 6185 1 2011
2011-07-11 2058 1 2011
2011-07-18 5411 1 2011
2011-07-25 8832 1 2011
2011-08-01 1423 1 2011
2011-08-08 3827 1 2011
2011-08-15 1688 1 2011
2011-08-22 2136 1 2011
2011-08-29 1875 1 2011
2011-09-05 3092 1 2011
2011-09-12 2625 1 2011
2011-09-19 3341 1 2011
2011-09-26 2794 1 2011
2011-10-03 2308 1 2011
2011-10-10 3412 1 2011
2011-10-17 4746 1 2011
2011-10-24 2337 1 2011
2011-10-31 1466 1 2011
2011-11-07 572 1 2011
2011-11-14 5670 1 2011
2011-11-21 3242 1 2011
2011-11-28 3329 1 2011
2011-12-05 5673 1 2011
2011-12-12 1884 1 2011
2011-12-19 1745 1 2011
2011-12-26 1976 1 2011
2012-01-02 2768 1 2012
2012-01-09 3822 1 2012
2012-01-16 5085 1 2012
2012-01-23 7744 1 2012
2012-01-30 2873 1 2012
2012-02-06 2943 1 2012
2012-02-13 8015 1 2012
2012-02-20 3494 1 2012
2012-02-27 6745 1 2012
2012-03-05 4109 1 2012
2012-03-12 4731 1 2012
2012-03-19 2798 1 2012
2012-03-26 4716 1 2012
2012-04-02 3039 1 2012
2012-04-09 3713 1 2012
2012-04-16 1930 1 2012
2012-04-23 3292 1 2012
2012-04-30 3776 1 2012
2012-05-07 3526 1 2012
2012-05-14 3718 1 2012
2012-05-21 4604 1 2012
2012-05-28 3902 1 2012
2012-06-04 4684 1 2012
2012-06-11 1557 1 2012
2012-06-18 3298 1 2012
2012-06-25 3594 1 2012
2012-07-02 2859 1 2012
2012-07-09 3620 1 2012
2012-07-16 4753 1 2012
2012-07-23 4038 1 2012
2012-07-30 4930 1 2012
2012-08-06 3500 1 2012
2012-08-13 725 1 2012
2012-08-20 3043 1 2012
2012-08-27 5940 1 2012
2012-09-03 2584 1 2012
2012-09-10 2623 1 2012
2012-09-17 1794 1 2012
2012-09-24 4356 1 2012
2012-10-01 2463 1 2012
2012-10-08 6233 1 2012
2012-10-15 708 1 2012
2012-10-22 2366 1 2012
2012-10-29 3076 1 2012
2012-11-05 2412 1 2012
2012-11-12 3774 1 2012
2012-11-19 3178 1 2012
2012-11-26 4063 1 2012
2012-12-03 3440 1 2012
2012-12-10 2785 1 2012
2012-12-17 1116 1 2012
2012-12-24 5145 1 2012
2012-12-31 1774 1 2012
2013-01-07 2805 1 2013
2013-01-14 1960 1 2013
2013-01-21 2301 1 2013
2013-01-28 4749 1 2013
2013-02-04 1972 1 2013
2013-02-11 5154 1 2013
2013-02-18 1917 1 2013
2013-02-25 5179 1 2013
2013-03-04 4642 1 2013
2013-03-11 3927 1 2013
2013-03-18 9330 1 2013
2013-03-25 7405 1 2013
2013-04-01 5631 1 2013
2013-04-08 9361 1 2013
2013-04-15 2076 1 2013
2013-04-22 6661 1 2013
2013-04-29 6593 1 2013
2013-05-06 5336 1 2013
2013-05-13 4741 1 2013
2013-05-20 3443 1 2013
2013-05-27 3687 1 2013
2013-06-03 5897 1 2013
2013-06-10 4764 1 2013
2013-06-17 1344 1 2013
2013-06-24 5189 1 2013
2013-07-01 3894 1 2013
2013-07-08 5952 1 2013
2013-07-15 3917 1 2013
2013-07-22 4022 1 2013
2013-07-29 6418 1 2013
2013-08-05 5332 1 2013
2013-08-12 2100 1 2013
2013-08-19 2201 1 2013
2013-08-26 2644 1 2013
2013-09-02 2435 1 2013
2013-09-09 2180 1 2013
2013-09-16 3086 1 2013
2013-09-23 1452 1 2013
2013-09-30 3151 1 2013
2013-10-07 1302 1 2013
2013-10-14 2672 1 2013
2013-10-21 4627 1 2013
2013-10-28 4398 1 2013
2013-11-04 2848 1 2013
2013-11-11 12282 1 2013
2013-11-18 2838 1 2013
2013-11-25 2397 1 2013
2013-12-02 1782 1 2013
2013-12-09 2803 1 2013
2013-12-16 3069 1 2013
2013-12-23 2051 1 2013
2013-12-30 1440 1 2013
2014-01-06 5818 1 2014
2014-01-13 2144 1 2014
2014-01-20 4200 1 2014
2014-01-27 9191 1 2014
2014-02-03 7688 1 2014
2014-02-10 2490 1 2014
2014-02-17 5899 1 2014
2014-02-24 5531 1 2014
2014-03-03 4620 1 2014
2014-03-10 2366 1 2014
2014-03-17 5670 1 2014
2014-03-24 2595 1 2014
2014-03-31 2226 1 2014
2014-04-07 3671 1 2014
2014-04-14 2816 1 2014
2014-04-21 3727 1 2014
2014-04-28 2902 1 2014
2014-05-05 7348 1 2014
2014-05-12 3533 1 2014
2014-05-19 2402 1 2014
2014-05-26 3959 1 2014
2014-06-02 3137 1 2014
2014-06-09 1618 1 2014
2014-06-16 3019 1 2014
2014-06-23 4082 1 2014
2014-06-30 2267 1 2014
2014-07-07 5108 1 2014
2014-07-14 7047 1 2014
2014-07-21 3109 1 2014
2014-07-28 4844 1 2014
2014-08-04 2783 1 2014
2014-08-11 4080 1 2014
2014-08-18 3415 1 2014
2014-08-25 1639 1 2014
2014-09-01 3578 1 2014
2014-09-08 4412 1 2014
2014-09-15 4070 1 2014
2014-09-22 6706 1 2014
2014-09-29 1270 1 2014
2014-10-06 1610 1 2014
2014-10-13 2267 1 2014
2014-10-20 1707 1 2014
2014-10-27 2561 1 2014
2014-11-03 3590 1 2014
2014-11-10 1793 1 2014
2014-11-17 2280 1 2014
2014-11-24 2179 1 2014
2014-12-01 4034 1 2014
2014-12-08 1153 1 2014
2014-12-15 1207 1 2014
2014-12-22 2226 1 2014
2014-12-29 10569 1 2014
2015-01-05 2863 1 2015
2015-01-12 5338 1 2015
2015-01-19 1778 1 2015
2015-01-26 3806 1 2015
2015-02-02 5833 1 2015
2015-02-09 2556 1 2015
2015-02-16 1989 1 2015
2015-02-23 1757 1 2015
2015-03-02 17436 1 2015
2015-03-09 4231 1 2015
2015-03-16 6256 1 2015
2015-03-23 10103 1 2015
2015-03-30 4272 1 2015
2015-04-06 4969 1 2015
2015-04-13 3375 1 2015
2015-04-20 2160 1 2015
2015-04-27 715 1 2015
2015-05-04 2043 1 2015
2015-05-11 7934 1 2015
2015-05-18 14431 1 2015
2015-05-25 6742 1 2015
2015-06-01 3176 1 2015
2015-06-08 8658 1 2015
2015-06-15 5633 1 2015
2015-06-22 3537 1 2015
2015-06-29 3483 1 2015
2015-07-06 5671 1 2015
2015-07-13 3288 1 2015
2015-07-20 4848 1 2015
2015-07-27 4470 1 2015
2015-08-03 4821 1 2015
2015-08-10 7159 1 2015
2015-08-17 1118 1 2015
2015-08-24 7161 1 2015
2015-08-31 3455 1 2015
2015-09-07 1425 1 2015
2015-09-14 2821 1 2015
2015-09-21 2249 1 2015
2015-09-28 2186 1 2015
2015-10-05 1532 1 2015
2015-10-12 2063 1 2015
2015-10-19 6165 1 2015
2015-10-26 3978 1 2015
2015-11-02 3439 1 2015
2015-11-09 2803 1 2015
2015-11-16 3011 1 2015
2015-11-23 3976 1 2015
2015-11-30 4063 1 2015
2015-12-07 2808 1 2015
2015-12-14 4458 1 2015
2015-12-21 6388 1 2015
2015-12-28 4532 1 2015
2016-01-04 4795 1 2016
2016-01-11 1247 1 2016
2016-01-18 5817 1 2016
2016-01-25 2798 1 2016
2016-02-01 3090 1 2016
2016-02-08 2798 1 2016
2016-02-15 5051 1 2016
2016-02-22 6836 1 2016
2016-02-29 3948 1 2016
2016-03-07 9390 1 2016
2016-03-14 6947 1 2016
2016-03-21 2063 1 2016
2016-03-28 4697 1 2016
2016-04-04 8037 1 2016
2016-04-11 2992 1 2016
2016-04-18 7610 1 2016
2016-04-25 7778 1 2016
2016-05-02 4744 1 2016
2016-05-09 2868 1 2016
2016-05-16 2424 1 2016
2016-05-23 4909 1 2016
2016-05-30 3998 1 2016
2016-06-06 4044 1 2016
2016-06-13 2739 1 2016
2016-06-20 4368 1 2016
2016-06-27 4793 1 2016
2016-07-04 2208 1 2016
2016-07-11 5005 1 2016
2016-07-18 9862 1 2016
2016-07-25 3337 1 2016
2016-08-01 8867 1 2016
2016-08-08 5633 1 2016
2016-08-15 5564 1 2016
2016-08-22 3297 1 2016
2016-08-29 7889 1 2016
2016-09-05 2568 1 2016
2016-09-12 3035 1 2016
2016-09-19 2944 1 2016
2016-09-26 5167 1 2016
2016-10-03 2908 1 2016
2016-10-10 2483 1 2016
2016-10-17 2120 1 2016
2016-10-24 2243 1 2016
2016-10-31 2801 1 2016
2016-11-07 4069 1 2016
2016-11-14 2751 1 2016
2016-11-21 1450 1 2016
2016-11-28 4473 1 2016
2016-12-05 4065 1 2016
2016-12-12 2300 1 2016
2016-12-19 4904 1 2016
2016-12-26 1280 1 2016
2017-01-02 2528 1 2017
2017-01-09 2775 1 2017
2017-01-16 2417 1 2017
2017-01-23 8392 1 2017
2017-01-30 2810 1 2017
2017-02-06 8187 1 2017
2017-02-13 10709 1 2017
2017-02-20 3994 1 2017
2017-02-27 3177 1 2017
2017-03-06 3337 1 2017
2017-03-13 4132 1 2017
2017-03-20 10851 1 2017
2017-03-27 5065 1 2017
2017-04-03 2458 1 2017
2017-04-10 3955 1 2017
2017-04-17 4102 1 2017
2017-04-24 5350 1 2017
2017-05-01 3217 1 2017
2017-05-08 3785 1 2017
2017-05-15 6385 1 2017
2017-05-22 5611 1 2017
2017-05-29 9416 1 2017
2017-06-05 3624 1 2017
2017-06-12 5994 1 2017
2017-06-19 1017 1 2017
2017-06-26 5477 1 2017
2017-07-03 4119 1 2017
2017-07-10 2404 1 2017
2017-07-17 8729 1 2017
2017-07-24 4366 1 2017
2017-07-31 2486 1 2017
2017-08-07 4333 1 2017
2017-08-14 4986 1 2017
2017-08-21 2236 1 2017
2017-08-28 5501 1 2017
2017-09-04 5564 1 2017
2017-09-11 5344 1 2017
2017-09-18 3012 1 2017
2017-09-25 3279 1 2017
2017-10-02 4797 1 2017
2017-10-09 5047 1 2017
2017-10-16 1942 1 2017
2017-10-23 5571 1 2017
2017-10-30 1791 1 2017
2017-11-06 2198 1 2017
2017-11-13 1920 1 2017
2017-11-20 4386 1 2017
2017-11-27 4127 1 2017
2017-12-04 2457 1 2017
2017-12-11 4486 1 2017
2017-12-18 2294 1 2017
2017-12-25 1868 1 2017
2018-01-01 4787 1 2018
2018-01-08 6876 1 2018
2018-01-15 1686 1 2018
2018-01-22 2553 1 2018
2018-01-29 3823 1 2018
2018-02-05 6972 1 2018
2018-02-12 12446 1 2018
2018-02-19 14455 1 2018
2018-02-26 4811 1 2018
2018-03-05 2765 1 2018
2018-03-12 7048 1 2018
2018-03-19 7990 1 2018
2018-03-26 3487 1 2018
2018-04-02 4639 1 2018
2018-04-09 4635 1 2018
2018-04-16 9125 1 2018
2018-04-23 3531 1 2018
2018-04-30 4738 1 2018
2018-05-07 3859 1 2018
2018-05-14 12550 1 2018
2018-05-21 5261 1 2018
2018-05-28 3396 1 2018
2018-06-04 4979 1 2018
2018-06-11 3631 1 2018
2018-06-18 3881 1 2018
2018-06-25 3338 1 2018
2018-07-02 6121 1 2018
2018-07-09 1559 1 2018
2018-07-16 3636 1 2018
2018-07-23 6020 1 2018
2018-07-30 4814 1 2018
2018-08-06 4911 1 2018
2018-08-13 8086 1 2018
2018-08-20 3574 1 2018
2018-08-27 1922 1 2018
2018-09-03 2973 1 2018
2018-09-10 3490 1 2018
2018-09-17 3041 1 2018
2018-09-24 1893 1 2018
2018-10-01 5418 1 2018
2018-10-08 2796 1 2018
2018-10-15 9706 1 2018
2018-10-22 4805 1 2018
2018-10-29 3649 1 2018
2018-11-05 2525 1 2018
2018-11-12 2783 1 2018
2018-11-19 5931 1 2018
2018-11-26 2772 1 2018
2018-12-03 2331 1 2018
2018-12-10 7104 1 2018
2018-12-17 7670 1 2018
2018-12-24 6260 1 2018
2018-12-31 5163 1 2018
2019-01-07 3476 1 2019
2019-01-14 3017 1 2019
2019-01-21 3369 1 2019
2019-01-28 5538 1 2019
2019-02-04 5674 1 2019
2019-02-11 2362 1 2019
2019-02-18 5660 1 2019
2019-02-25 8307 1 2019
2019-03-04 6313 1 2019
2019-03-11 3494 1 2019
2019-03-18 4543 1 2019
2019-03-25 5043 1 2019
2019-04-01 2618 1 2019
2019-04-08 10001 1 2019
2019-04-15 8717 1 2019
2019-04-22 4992 1 2019
2019-04-29 2608 1 2019
2019-05-06 3001 1 2019
2019-05-13 2021 1 2019
2019-05-20 2916 1 2019
2019-05-27 5357 1 2019
2019-06-03 8666 1 2019
2019-06-10 1779 1 2019
2019-06-17 3228 1 2019
2019-06-24 5817 1 2019
2019-07-01 4344 1 2019
2019-07-08 4818 1 2019
2019-07-15 4769 1 2019
2019-07-22 5931 1 2019
2019-07-29 3950 1 2019
2019-08-05 3319 1 2019
2019-08-12 2124 1 2019
2019-08-19 1835 1 2019
2019-08-26 3242 1 2019
2019-09-02 3502 1 2019
2019-09-09 1926 1 2019
2019-09-16 2637 1 2019
2019-09-23 3310 1 2019
2019-09-30 3789 1 2019
2019-10-07 6471 1 2019
2019-10-14 9815 1 2019
2019-10-21 6472 1 2019
2019-10-28 3334 1 2019
2019-11-04 2586 1 2019
2019-11-11 6441 1 2019
2019-11-18 1710 1 2019
2019-11-25 2473 1 2019
2019-12-02 4403 1 2019
2019-12-09 5554 1 2019
2019-12-16 5596 1 2019
2019-12-23 3057 1 2019
2019-12-30 2423 1 2019
2020-01-06 4419 1 2020
2020-01-13 4536 1 2020
2020-01-20 4889 1 2020
2020-01-27 2694 1 2020
2020-02-03 3172 1 2020
2020-02-10 6755 1 2020
2020-02-17 10471 1 2020
2020-02-24 9965 1 2020
2020-03-02 4534 1 2020
2020-03-09 3353 1 2020
2020-03-16 5949 1 2020
2020-03-23 6311 1 2020
2020-03-30 5189 1 2020
2020-04-06 5218 1 2020
2020-04-13 4748 1 2020
2020-04-20 6520 1 2020
2020-04-27 14245 1 2020
2020-05-04 6061 1 2020
2020-05-11 11851 1 2020
2020-05-18 5967 1 2020
2020-05-25 1374 1 2020
2020-06-01 5501 1 2020
2020-06-08 5464 1 2020
2020-06-15 4362 1 2020
2020-06-22 9173 1 2020
2020-06-29 1560 1 2020
2020-07-06 5639 1 2020
2020-07-13 8987 1 2020
2020-07-20 6208 1 2020
2020-07-27 5538 1 2020
2020-08-03 4678 1 2020
2020-08-10 2623 1 2020
2020-08-17 3085 1 2020
2020-08-24 5182 1 2020
2020-08-31 7292 1 2020
2020-09-07 4014 1 2020
2020-09-14 2844 1 2020
2020-09-21 5497 1 2020
2020-09-28 8207 1 2020
2020-10-05 3508 1 2020
2020-10-12 4589 1 2020
2020-10-19 3465 1 2020
2020-10-26 5125 1 2020
2020-11-02 2755 1 2020
2020-11-09 4716 1 2020
2020-11-16 5283 1 2020
2020-11-23 2196 1 2020
2020-11-30 3769 1 2020
2020-12-07 6317 1 2020
2020-12-14 3399 1 2020
2020-12-21 6200 1 2020
2020-12-28 2422 1 2020
2021-01-04 6450 1 2021
2021-01-11 3607 1 2021
2021-01-18 9450 1 2021
2021-01-25 6023 1 2021
2021-02-01 3786 1 2021
2021-02-08 3698 1 2021
2021-02-15 7492 1 2021
2021-02-22 19043 1 2021
2021-03-01 6849 1 2021
2021-03-08 6124 1 2021
2021-03-15 5539 1 2021
2021-03-22 3721 1 2021
2021-03-29 6290 1 2021
2021-04-05 13349 1 2021
2021-04-12 3773 1 2021
2021-04-19 5717 1 2021
2021-04-26 6203 1 2021
2021-05-03 5851 1 2021
2021-05-10 4198 1 2021
2021-05-17 6195 1 2021
2021-05-24 3269 1 2021
2021-05-31 3420 1 2021
2021-06-07 5858 1 2021
2021-06-14 4608 1 2021
2021-06-21 6451 1 2021
2021-06-28 7138 1 2021
2021-07-05 4320 1 2021
2021-07-12 10020 1 2021
2021-07-19 5896 1 2021
2021-07-26 6848 1 2021
2021-08-02 4002 1 2021
2021-08-09 4656 1 2021
2021-08-16 4751 1 2021
2021-08-23 3327 1 2021
2021-08-30 2654 1 2021
2021-09-06 3774 1 2021
2021-09-13 5256 1 2021
2021-09-20 4990 1 2021
2021-09-27 1935 1 2021
2021-10-04 1581 1 2021
2021-10-11 6624 1 2021
2021-10-18 8387 1 2021
2021-10-25 4535 1 2021
2021-11-01 5614 1 2021
2021-11-08 3627 1 2021
2021-11-15 6762 1 2021
2021-11-22 3233 1 2021
2021-11-29 5436 1 2021
2021-12-06 5388 1 2021
2021-12-13 4639 1 2021
2021-12-20 3946 1 2021
2021-12-27 3556 1 2021
2022-01-03 4717 1 2022
2022-01-10 6212 1 2022
2022-01-17 5900 1 2022
2022-01-24 5461 1 2022
2022-01-31 7615 1 2022
2022-02-07 6889 1 2022
2022-02-14 4691 1 2022
2022-02-21 3314 1 2022
2022-02-28 11563 1 2022
2022-03-07 8440 1 2022
2022-03-14 30241 1 2022
2022-03-21 5517 1 2022
2022-03-28 5095 1 2022
2022-04-04 8422 1 2022
2022-04-11 3782 1 2022
2022-04-18 5600 1 2022
2022-04-25 12196 1 2022
2022-05-02 6108 1 2022
2022-05-09 4622 1 2022
2022-05-16 5967 1 2022
2022-05-23 4502 1 2022
2022-05-30 3845 1 2022
2022-06-06 5902 1 2022
2022-06-13 4745 1 2022
2022-06-20 3548 1 2022
2022-06-27 3192 1 2022
2022-07-04 4882 1 2022
2022-07-11 6085 1 2022
2022-07-18 8607 1 2022
2022-07-25 5434 1 2022
2022-08-01 8562 1 2022
2022-08-08 4392 1 2022
2022-08-15 3378 1 2022
2022-08-22 5492 1 2022
2022-08-29 4267 1 2022
2022-09-05 2478 1 2022
2022-09-12 2317 1 2022
2022-09-19 5152 1 2022
2022-09-26 4852 1 2022
2022-10-03 3229 1 2022
2022-10-10 2864 1 2022
2022-10-17 4107 1 2022
2022-10-24 5759 1 2022
2022-10-31 4488 1 2022
2022-11-07 2922 1 2022
2022-11-14 3333 1 2022
2022-11-21 1997 1 2022
2022-11-28 5267 1 2022
2022-12-05 3516 1 2022
2022-12-12 2767 1 2022
2022-12-19 7602 1 2022
2022-12-26 5086 1 2022
2023-01-02 4538 1 2023
2023-01-09 4154 1 2023
2023-01-16 6141 1 2023
2023-01-23 6037 1 2023
2023-01-30 6992 1 2023
2023-02-06 3372 1 2023
2023-02-13 9041 1 2023
2023-02-20 9872 1 2023
2023-02-27 7557 1 2023
2023-03-06 7104 1 2023
2023-03-13 4728 1 2023
2023-03-20 3483 1 2023
2023-03-27 11344 1 2023
2023-04-03 3962 1 2023
2023-04-10 7421 1 2023
2023-04-17 11300 1 2023
2023-04-24 5350 1 2023
2023-05-01 10696 1 2023
2023-05-08 5757 1 2023
2023-05-15 9028 1 2023
2023-05-22 5909 1 2023
2023-05-29 12985 1 2023
2023-06-05 5498 1 2023
2023-06-12 5858 1 2023
2023-06-19 5079 1 2023
2023-06-26 9933 1 2023
2023-07-03 7682 1 2023
2023-07-10 7193 1 2023
2023-07-17 5846 1 2023
2023-07-24 4319 1 2023
2023-07-31 9416 1 2023
2023-08-07 9961 1 2023
2023-08-14 3129 1 2023
2023-08-21 1836 1 2023
2023-08-28 5919 1 2023
2023-09-04 11723 1 2023
2023-09-11 4017 1 2023
2023-09-18 4342 1 2023
2023-09-25 9201 1 2023
2023-10-02 4993 1 2023
2023-10-09 2245 1 2023
2023-10-16 2654 1 2023
2023-10-23 6117 1 2023
2023-10-30 3343 1 2023
2023-11-06 6904 1 2023
2023-11-13 6895 1 2023
2023-11-20 2229 1 2023
2023-11-27 4799 1 2023
2023-12-04 2965 1 2023
2023-12-11 6471 1 2023
2023-12-18 3861 1 2023
2023-12-25 3105 1 2023 
expected_df <- compute_expected(
  counts          = data_sum,
  exclude         = exclude_dates,
  frequency       = 52,
  weekday.effect  = FALSE,
  keep.components = TRUE,
  verbose         = FALSE
)


# -----------------------------------------------------------
# 5. Eredmények összefűzése egyetlen adatkeretbe
# -----------------------------------------------------------
results_all <- bind_rows(expected_df)


# -----------------------------------------------------------
# 6. 21-23 évek előrejelzésének kiszedése
# -----------------------------------------------------------
predictions_1y <-results_all %>%
  filter(year %in% forecast_year) %>%
  select(date, outcome, expected, excluded) %>%
  mutate(expected_int = round(expected))


# -----------------------------------------------------------
# 7. Eredmények táblázatos megjelenítése
# -----------------------------------------------------------
kable(predictions_1y,
      caption = "Eredményül kapott adatsor",
      booktabs = TRUE) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE,
    position = "center"
  ) %>%
  scroll_box(height = "400px")
Eredményül kapott adatsor
date outcome expected excluded expected_int
2021-01-04 6450 5040.330 TRUE 5040
2021-01-11 3607 5255.368 TRUE 5255
2021-01-18 9450 5473.341 TRUE 5473
2021-01-25 6023 5686.735 TRUE 5687
2021-02-01 3786 5887.699 TRUE 5888
2021-02-08 3698 6068.588 TRUE 6069
2021-02-15 7492 6222.584 TRUE 6223
2021-02-22 19043 6344.287 TRUE 6344
2021-03-01 6849 6430.201 TRUE 6430
2021-03-08 6124 6479.029 TRUE 6479
2021-03-15 5539 6491.732 TRUE 6492
2021-03-22 3721 6471.344 TRUE 6471
2021-03-29 6290 6422.583 TRUE 6423
2021-04-05 13349 6351.326 TRUE 6351
2021-04-12 3773 6264.031 TRUE 6264
2021-04-19 5717 6167.177 TRUE 6167
2021-04-26 6203 6066.788 TRUE 6067
2021-05-03 5851 5968.073 TRUE 5968
2021-05-10 4198 5875.180 TRUE 5875
2021-05-17 6195 5791.070 TRUE 5791
2021-05-24 3269 5717.477 TRUE 5717
2021-05-31 3420 5654.943 TRUE 5655
2021-06-07 5858 5602.903 TRUE 5603
2021-06-14 4608 5559.811 TRUE 5560
2021-06-21 6451 5523.303 TRUE 5523
2021-06-28 7138 5490.399 TRUE 5490
2021-07-05 4320 5457.740 TRUE 5458
2021-07-12 10020 5421.856 TRUE 5422
2021-07-19 5896 5379.463 TRUE 5379
2021-07-26 6848 5327.764 TRUE 5328
2021-08-02 4002 5264.721 TRUE 5265
2021-08-09 4656 5189.276 TRUE 5189
2021-08-16 4751 5101.495 TRUE 5101
2021-08-23 3327 5002.592 TRUE 5003
2021-08-30 2654 4894.858 TRUE 4895
2021-09-06 3774 4781.489 TRUE 4781
2021-09-13 5256 4666.339 TRUE 4666
2021-09-20 4990 4553.647 TRUE 4554
2021-09-27 1935 4447.763 TRUE 4448
2021-10-04 1581 4352.915 TRUE 4353
2021-10-11 6624 4273.024 TRUE 4273
2021-10-18 8387 4211.586 TRUE 4212
2021-10-25 4535 4171.607 TRUE 4172
2021-11-01 5614 4155.579 TRUE 4156
2021-11-08 3627 4165.470 TRUE 4165
2021-11-15 6762 4202.726 TRUE 4203
2021-11-22 3233 4268.237 TRUE 4268
2021-11-29 5436 4362.286 TRUE 4362
2021-12-06 5388 4484.453 TRUE 4484
2021-12-13 4639 4633.489 TRUE 4633
2021-12-20 3946 4807.171 TRUE 4807
2021-12-27 3556 5002.162 TRUE 5002
2022-01-03 4717 5213.915 TRUE 5214
2022-01-10 6212 5436.662 TRUE 5437
2022-01-17 5900 5663.523 TRUE 5664
2022-01-24 5461 5886.771 TRUE 5887
2022-01-31 7615 6098.250 TRUE 6098
2022-02-07 6889 6289.937 TRUE 6290
2022-02-14 4691 6454.576 TRUE 6455
2022-02-21 3314 6586.300 TRUE 6586
2022-02-28 11563 6681.165 TRUE 6681
2022-03-07 8440 6737.484 TRUE 6737
2022-03-14 30241 6755.927 TRUE 6756
2022-03-21 5517 6739.365 TRUE 6739
2022-03-28 5095 6692.487 TRUE 6692
2022-04-04 8422 6621.274 TRUE 6621
2022-04-11 3782 6532.397 TRUE 6532
2022-04-18 5600 6432.627 TRUE 6433
2022-04-25 12196 6328.328 TRUE 6328
2022-05-02 6108 6225.060 TRUE 6225
2022-05-09 4622 6127.307 TRUE 6127
2022-05-16 5967 6038.332 TRUE 6038
2022-05-23 4502 5960.121 TRUE 5960
2022-05-30 3845 5893.412 TRUE 5893
2022-06-06 5902 5837.773 TRUE 5838
2022-06-13 4745 5791.731 TRUE 5792
2022-06-20 3548 5752.938 TRUE 5753
2022-06-27 3192 5718.368 TRUE 5718
2022-07-04 4882 5684.567 TRUE 5685
2022-07-11 6085 5647.920 TRUE 5648
2022-07-18 8607 5604.966 TRUE 5605
2022-07-25 5434 5552.700 TRUE 5553
2022-08-01 8562 5488.873 TRUE 5489
2022-08-08 4392 5412.230 TRUE 5412
2022-08-15 3378 5322.665 TRUE 5323
2022-08-22 5492 5221.273 TRUE 5221
2022-08-29 4267 5110.289 TRUE 5110
2022-09-05 2478 4992.917 TRUE 4993
2022-09-12 2317 4873.087 TRUE 4873
2022-09-19 5152 4755.171 TRUE 4755
2022-09-26 4852 4643.697 TRUE 4644
2022-10-03 3229 4543.094 TRUE 4543
2022-10-10 2864 4457.497 TRUE 4457
2022-10-17 4107 4390.615 TRUE 4391
2022-10-24 5759 4345.650 TRUE 4346
2022-10-31 4488 4325.271 TRUE 4325
2022-11-07 2922 4331.606 TRUE 4332
2022-11-14 3333 4366.237 TRUE 4366
2022-11-21 1997 4430.177 TRUE 4430
2022-11-28 5267 4523.815 TRUE 4524
2022-12-05 3516 4646.825 TRUE 4647
2022-12-12 2767 4798.042 TRUE 4798
2022-12-19 7602 4975.304 TRUE 4975
2022-12-26 5086 5175.313 TRUE 5175
2023-01-02 4538 5393.520 TRUE 5394
2023-01-09 4154 5624.101 TRUE 5624
2023-01-16 6141 5860.048 TRUE 5860
2023-01-23 6037 6093.422 TRUE 6093
2023-01-30 6992 6315.768 TRUE 6316
2023-02-06 3372 6518.678 TRUE 6519
2023-02-13 9041 6694.444 TRUE 6694
2023-02-20 9872 6836.719 TRUE 6837
2023-02-27 7557 6941.084 TRUE 6941
2023-03-06 7104 7005.436 TRUE 7005
2023-03-13 4728 7030.128 TRUE 7030
2023-03-20 3483 7017.836 TRUE 7018
2023-03-27 11344 6973.203 TRUE 6973
2023-04-03 3962 6902.298 TRUE 6902
2023-04-10 7421 6811.999 TRUE 6812
2023-04-17 11300 6709.373 TRUE 6709
2023-04-24 5350 6601.130 TRUE 6601
2023-05-01 10696 6493.197 TRUE 6493
2023-05-08 5757 6390.412 TRUE 6390
2023-05-15 9028 6296.357 TRUE 6296
2023-05-22 5909 6213.291 TRUE 6213
2023-05-29 12985 6142.160 TRUE 6142
2023-06-05 5498 6082.684 TRUE 6083
2023-06-12 5858 6033.475 TRUE 6033
2023-06-19 5079 5992.205 TRUE 5992
2023-06-26 9933 5955.816 TRUE 5956
2023-07-03 7682 5920.756 TRUE 5921
2023-07-10 7193 5883.271 TRUE 5883
2023-07-17 5846 5839.714 TRUE 5840
2023-07-24 4319 5786.872 TRUE 5787
2023-07-31 9416 5722.276 TRUE 5722
2023-08-07 9961 5644.459 TRUE 5644
2023-08-14 3129 5553.133 TRUE 5553
2023-08-21 1836 5449.262 TRUE 5449
2023-08-28 5919 5335.009 TRUE 5335
2023-09-04 11723 5213.580 TRUE 5214
2023-09-11 4017 5088.973 TRUE 5089
2023-09-18 4342 4965.692 TRUE 4966
2023-09-25 9201 4848.441 TRUE 4848
2023-10-02 4993 4741.860 TRUE 4742
2023-10-09 2245 4650.306 TRUE 4650
2023-10-16 2654 4577.706 TRUE 4578
2023-10-23 6117 4527.471 TRUE 4527
2023-10-30 3343 4502.460 TRUE 4502
2023-11-06 6904 4504.968 TRUE 4505
2023-11-13 6895 4536.721 TRUE 4537
2023-11-20 2229 4598.862 TRUE 4599
2023-11-27 4799 4691.893 TRUE 4692
2023-12-04 2965 4815.590 TRUE 4816
2023-12-11 6471 4968.871 TRUE 4969
2023-12-18 3861 5149.648 TRUE 5150
2023-12-25 3105 5354.664 TRUE 5355 
#write.csv(predictions_1y, "TEST_2_C_prediction_3year_all_age.csv", row.names = FALSE)
#write.csv(results_all, "TEST_2_C_expected_outcome_of_all_years_all_age.csv", row.names = FALSE)


# -----------------------------------------------------------
# 8. Vizualizáció: Observed vs Expected
# -----------------------------------------------------------
ggplot(predictions_1y, aes(x = date)) +
  geom_line(aes(y = outcome, color = "Observed"), linewidth = 0.6) +
  geom_line(aes(y = expected, color = "Predicted"), linewidth = 1.1) +
  scale_color_manual(
    values = c(
      "Observed" = "#0f77b4",
      "Predicted" = "#ff7f0e"
    ),
    labels = c(
      "Observed" = "Megfigyelt halálozás",
      "Predicted" = "Prediktált halálozás"
    ),
    name = NULL
  ) +
  labs(
    x = "Dátum",
    y = "Halálozási esetszám"
  ) +
  theme_minimal() +
  theme(
    legend.position = "bottom"
  )

prediction_T_2_C <- predictions_1y

Összehasonlítás statisztikai hibamutatók segítségével

Az előrejelzési modell teljesítményét a következő standard hibamutatókkal értékelem: Mean Squared Error (MSE), Root Mean Squared Error (RMSE), és Mean Absolute Error (MAE).

Az alábbi táblázat összefoglalja a mutatók definícióját és matematikai képletét:

Mutató Definíció Képlet
MSE Átlagos négyzetes hiba. A becsült és megfigyelt értékek eltérésének négyzetét átlagoljuk. \[\text{MSE} = \frac{1}{n}\sum_{i=1}^{n}(y_i - \hat{y}_i)^2\]
RMSE Gyökös átlagos négyzetes hiba. A MSE négyzetgyöke, az eltérés mértékegységét megőrzi. \[\text{RMSE} = \sqrt{\frac{1}{n}\sum_{i=1}^{n}(y_i - \hat{y}_i)^2}\]
MAE Átlagos abszolút hiba. A becsült és megfigyelt értékek eltérésének abszolút értékét átlagoljuk. \[\text{MAE} = \frac{1}{n}\sum_{i=1}^{n}\left|y_i - \hat{y}_i\right|\] 
#-----------------------------------------------------------
# 1. Felhasználandó dataframe-ek listába rendezése
#-----------------------------------------------------------

df_list <- list(
  TEST_1_A = prediction_T_1_A,
  TEST_1_B = prediction_T_1_B,
  TEST_1_C = prediction_T_1_C,
  TEST_2_A = prediction_T_2_A,
  TEST_2_B = prediction_T_2_B,
  TEST_2_C = prediction_T_2_C
)

#-----------------------------------------------------------
# 2. Hibaszámító függvény
#-----------------------------------------------------------

compute_metrics <- function(df) {
  errors <- df$outcome - df$expected
  errors_int <- df$outcome - df$expected_int
  
  MSE  <- mean(errors^2, na.rm = TRUE)
  RMSE <- sqrt(mean(errors^2, na.rm = TRUE))
  MAE  <- mean(abs(errors), na.rm = TRUE)
  
  MSE_int  <- mean(errors_int^2, na.rm = TRUE)
  RMSE_int <- sqrt(mean(errors_int^2, na.rm = TRUE))
  MAE_int  <- mean(abs(errors_int^2), na.rm = TRUE)
  
  return (c(MSE = MSE, RMSE = RMSE, MAE = MAE, MSE_int = MSE_int, RMSE_int = RMSE_int, MAE_int = MAE_int))
}

#-----------------------------------------------------------
# 3. Függvény alkalmazása a listában levő dataframe-ekre
#-----------------------------------------------------------

results_error <- lapply(df_list, compute_metrics)

#-----------------------------------------------------------
# 4. Táblázat/mátrix formára alakítás
#-----------------------------------------------------------

metrics_table <- do.call(rbind, results_error)

#-----------------------------------------------------------
# 5. Eredmények megjelenítése
#-----------------------------------------------------------

kable(metrics_table,
      caption = "MSE, RMSE és MAE összehasonlítása különböző modellek között",
      booktabs = TRUE,
      digits = 4) %>%
  kable_styling(
    bootstrap_options = c("striped", "hover", "condensed"),
    full_width = FALSE
  )
MSE, RMSE és MAE összehasonlítása különböző modellek között
MSE RMSE MAE MSE_int RMSE_int MAE_int
TEST_1_A 150626.5 388.1063 102.8902 150634.7 388.1168 150634.7
TEST_1_B 230008.2 479.5917 108.9772 230014.2 479.5980 230014.2
TEST_1_C 2826685.7 1681.2750 1063.3771 2826762.4 1681.2978 2826762.4
TEST_2_A 6946110.1 2635.5474 1746.7643 6945906.1 2635.5087 6945906.1
TEST_2_B 10524107.3 3244.0880 1851.5379 10523881.7 3244.0533 10523881.7
TEST_2_C 9282936.4 3046.7912 1875.2731 9283064.7 3046.8122 9283064.7 
#write.csv(metrics_table, "Kiertekelt_eredmenyek_tablazata.csv", row.names = TRUE)